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2. Resolving Strain Localization of Brittle and Ductile Deformation in two- and three-dimensions using Graphical Processing Units (GPUs)

Author

Alkhimenkov, Yury, Khakimova, Lyudmila, Utkin, Ivan, and Podladchikov, Yury

Subjects
Physics - Geophysics, 86A15 (Primary) 35Q86, 86-08 (Secondary)
Abstract

Shear strain localization refers to the phenomenon of accumulation of material deformation in narrow slip zones. Many materials exhibit strain localization under different spatial and temporal scales, particularly rocks, metals, soils, and concrete. In the Earth's crust, irreversible deformation can occur in brittle as well as in ductile regimes. Modeling of shear zones is essential in the geodynamic framework. Numerical modeling of strain localization remains challenging due to the non-linearity and multi-scale nature of the problem. We develop a numerical approach based on graphical processing units (GPU) to resolve the strain localization in two and three dimensions of a (visco)-hypoelastic-perfectly plastic medium. Our approach allows modeling both the compressible and incompressible visco-elasto-plastic flows. We demonstrate that using sufficiently small strain or strain rate increments, a non-symmetric strain localization pattern is resolved in two- and three-dimensions. We show that elasto-plastic and visco-plastic models yield similar strain localization patterns for material properties relevant to applications in geodynamics. We achieve fast computations using three-dimensional high-resolution models involving more than $500$ million degrees of freedom. We propose a new physics-based approach explaining spontaneous stress drops in a deforming medium. We demonstrate by coupling the geomechanical model with a wave propagation solver that the rapid development of a shear zone in rocks generates seismic signal characteristics for earthquakes., Comment: 44 pages, 17 figures

Published
2023

3. Distributed Parallelization of xPU Stencil Computations in Julia

Author

Omlin, Samuel, Räss, Ludovic, and Utkin, Ivan

Subjects
Computer Science - Distributed, Parallel, and Cluster Computing, Physics - Computational Physics, Physics - Geophysics
Abstract

We present a straightforward approach for distributed parallelization of stencil-based xPU applications on a regular staggered grid, which is instantiated in the package ImplicitGlobalGrid.jl. The approach allows to leverage remote direct memory access and enables close to ideal weak scaling of real-world applications on thousands of GPUs. The communication costs can be easily hidden behind computation., Comment: submitted to JuliaCon Proceedings 2022

Published
2022

4. Resolving Strain Localization in Frictional and Time‐Dependent Plasticity: Two‐ and Three‐Dimensional Numerical Modeling Study Using Graphical Processing Units (GPUs).

Author

Alkhimenkov, Yury, Khakimova, Lyudmila, Utkin, Ivan, and Podladchikov, Yury

Subjects
DEFORMATIONS (Mechanics), STRAIN rate, DEGREES of freedom, INCOMPRESSIBLE flow, SHEAR zones
Abstract

Shear strain localization refers to the phenomenon of accumulation of material deformation in narrow slip zones. Many materials exhibit strain localization under different spatial and temporal scales, particularly rocks, metals, soils, and concrete. In the Earth's crust, irreversible deformation can occur in brittle as well as in ductile regimes. Modeling of shear zones is essential in the geodynamic framework. Numerical modeling of strain localization remains challenging due to the non‐linearity and multi‐scale nature of the problem. We develop a numerical approach based on graphical processing units (GPU) to resolve the strain localization in two and three dimensions of a (visco)‐hypoelastic‐perfectly plastic medium. Our approach allows modeling both the compressible and incompressible visco‐elasto‐plastic flows. In contrast to symmetric shear bands frequently observed in the literature, we demonstrate that using sufficiently small strain or strain rate increments, a non‐symmetric strain localization pattern is resolved in two‐ and three‐dimensions, highlighting the importance of high spatial and temporal resolution. We show that elasto‐plastic and visco‐plastic models yield similar strain localization patterns for material properties relevant to applications in geodynamics. We achieve fast computations using three‐dimensional high‐resolution models involving more than 1.3 billion degrees of freedom. We propose a new physics‐based approach explaining spontaneous stress drops in a deforming medium. Plain Language Summary: Strain localization is the accumulation of strain in narrow regions of rocks and other materials like metals, soils, and concrete, occurring at different scales. The strength of most geomaterials, particularly rocks, is strongly pressure‐dependent, with strength increasing with increasing pressure. We developed efficient numerical algorithms using High‐Performance Computing (HPC) and graphical processing units (GPUs) to model strain localization in 2D and 3D for applications in geodynamics and earthquake physics. Unlike previous models, our method reveals non‐symmetrical patterns by using very small strain increments, highlighting the need for high‐detail modeling. We found that elasto‐plastic and visco‐plastic models show similar strain patterns for relevant materials. Our method also achieves fast, detailed computations with over 1.3 billion variables and offers a new explanation for sudden stress drops in deforming materials. Key Points: We resolve material instability during deformation resulting in a non‐symmetric pattern of strain localizationWe demonstrate the similarity in patterns of strain localization between frictional and time‐dependent plasticity modelsWe achieve fast numerical simulations in high‐resolution model setups in three dimensions involving more than 500 million degrees of freedom [ABSTRACT FROM AUTHOR]

Published
2024
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5. The surgical safety checklist and patient outcomes after surgery: a prospective observational cohort study, systematic review and meta-analysis

Author

Pearse, Rupert M., Beattie, Scott, Clavien, Pierre-Alain, Demartines, Nicolas, Fleisher, Lee A., Grocott, Mike, Haddow, James, Hoeft, Andreas, Holt, Peter, Moreno, Rui, Pritchard, Naomi, Rhodes, Andrew, Wijeysundera, Duminda, Wilson, Matt, Ahmed, Tahania, Everingham, Kirsty, Hewson, Russell, Januszewska, Marta, Phull, Mandeep-Kaur, Halliwell, Richard, Shulman, Mark, Myles, Paul, Schmid, Werner, Hiesmayr, Michael, Wouters, Patrick, de Hert, Stefan, Lobo, Suzana, Fang, Xiangming, Rasmussen, Lars, Futier, Emmanuel, Biais, Matthieu, Venara, Aurélien, Slim, Karem, Sander, Michael, Koulenti, Despoina, Arvaniti, Kostoula, Chan, Mathew, Kulkarni, Atul, Chandra, Susilo, Tantri, Aida, Geddoa, Emad, Abbas, Muntadhar, Della Rocca, Giorgio, Sivasakthi, Datin, Mansor, Marzida, Luna, Pastor, Bouwman, Arthur, Buhre, Wolfgang, Beavis, Vanessa, Campbell, Douglas, Short, Tim, Osinaike, Tunde, Matos, Ricardo, Grigoras, Ioana, Kirov, Mikhail, Protsenko, Denis, Biccard, Bruce, Aldecoa, Cesar, Chew, Michelle, Hofer, Christoph, Hubner, Martin, Ditai, James, Szakmany, Tamas, Fleisher, Lee, Ferguson, Marissa, MacMahon, Michael, Cherian, Ritchie, Currow, Helen, Kanathiban, Kathirgamanathan, Gillespie, David, Pathmanathan, Edward, Phillips, Katherine, Reynolds, Jenifer, Rowley, Joanne, Douglas, Jeanene, Kerridge, Ross, Garg, Sameer, Bennett, Michael, Jain, Megha, Alcock, David, Terblanche, Nico, Cotter, Rochelle, Leslie, Kate, Stewart, Marcelle, Zingerle, Nicolette, Clyde, Antony, Hambidge, Oliver, Rehak, Adam, Cotterell, Sharon, Huynh, Wilson Binh Quan, McCulloch, Timothy, Ben-Menachem, Erez, Egan, Thomas, Cope, Jennifer, Fellinger, Paul, Haisjackl, Markus, Haselberger, Simone, Holaubek, Caroline, Lichtenegger, Paul, Scherz, Florian, Hoffer, Franz, Cakova, Veronika, Eichwalder, Andreas, Fischbach, Norbert, Klug, Reinhold, Schneider, Elisabeth, Vesely, Martin, Wickenhauser, Reinhart, Grubmueller, Karl Gernot, Leitgeb, Marion, Lang, Friedrich, Toro, Nancy, Bauer, Marlene, Laengle, Friedrich, Haberl, Claudia, Mayrhofer, Thomas, Trybus, Christoph, Buerkle, Christian, Forstner, Karin, Germann, Reinhard, Rinoesl, Harald, Schindler, Elke, Trampitsch, Ernst, Bogner, Gerhard, Dankl, Daniel, Duenser, Martin, Fritsch, Gerhard, Gradwohl-Matis, Ilse, Hartmann, Andreas, Hoelzenbein, Thomas, Jaeger, Tarkan, Landauer, Franz, Lindl, Gregor, Lux, Michael, Steindl, Johannes, Stundner, Ottokar, Szabo, Christian, Bidgoli, Jawad, Verdoodt, Hans, Forget, Patrice, Kahn, David, Lois, Fernande, Momeni, Mona, Prégardien, Caroline, Pospiech, Audrey, Steyaert, Arnaud, Veevaete, Laurent, De Kegel, Dirk, De Jongh, Karen, Foubert, Luc, Smitz, Carine, Vercauteren, Marcel, Poelaert, Jan, Van Mossevelde, Veerle, Abeloos, Jacques, Bouchez, Stefaan, Coppens, Marc, De Baerdemaeker, Luc, Deblaere, Isabel, De Bruyne, Ann, Fonck, Kristine, Heyse, Bjorn, Jacobs, Tom, Lapage, Koen, Moerman, Anneliese, Neckebroek, Martine, Parashchanka, Aliaksandra, Roels, Nathalie, Van Den Eynde, Nancy, Vandenheuvel, Michael, Limmen, JurgenVan, Vanluchene, Ann, Vanpeteghem, Caroline, Wyffels, Piet, Huygens, Christel, Vandenbempt, Punitha, Van de Velde, Marc, Dylst, Dimitri, Janssen, Bruno, Schreurs, Evelien, Aleixo, Fábia Berganton, Candido, Keulle, Batista, Hugo Dias, Guimarães, Mario, Guizeline, Jaqueline, Hoffmann, João, Lobo, Francisco Ricardo Marques, Nascimento, Vinícius, Nishiyama, Katia, Pazetto, Lucas, Souza, Daniela, Rodrigues, Rodrigo Souza, Vilela dos Santos, Ana Maria, Jardim, Jaquelline, Sá Malbouisson, Luiz Marcelo, Silva, Joao, Nascimento Junior, Paulo do, Baio, Thalissa Hermínia, Pereira de Castro, Gabriel Isaac, Watanabe Oliveira, Henri Roger, Amendola, Cristina Prata, Cardoso, Gutemberg, Ortega, Daniela, Brotto, Ana Flavia, De Oliveira, Mirella Cristine, Réa-Neto, Álvaro, Dias, Fernando, Travi, Maria Eduarda, Zerman, Luiza, Azambuja, Pedro, Knibel, Marcos Freitas, Martins, Antonio, Almeida, William, Neto, Calim Neder, Tardelli, Maria Angela, Caser, Eliana, Machado, Marcio, Aguzzoli, Crisitiano, Baldisserotto, Sérgio, Tabajara, Fernanda Beck, Bettega, Fernanda, Rodrigues Júnior, La Hore Correa, de Gasperi, Julia, Faina, Lais, Nolasco, Marcos Farias, Ferreira da Costa Fischer, Bruna, Fosch de Campos Ferreira, Mariana, Hartmann, Cristina, Kliemann, Marta, Hubert Ribeiro, Gustavo Luis, Fraga, Julia Merladete, Netto, Thiago Motta, Pozza, Laura Valduga, Wendling, Paulo Rafael, Azevedo, Caroline, Garcia, Juliana, Lopes, Marcel, Maia, Bernardo, Maselli, Paula, Melo, Ralph, Mendes, Weslley, Neves, Matheus, Ney, Jacqueline, Piras, Claudio, Applewhaite, Christopher, Carr, Adrienne, Chow, Lorraine, Duttchen, Kaylene, Foglia, Julena, Greene, Michael, Hinther, Ashley, Houston, Kendra, McCormick, Thomas Jared, Mikhayel, Jennifer, Montasser, Sam, Ragan, Alex, Suen, Andrew, Woolsey, Adrianna, Yu, Hai Chuan, Funk, Duane, Kowalski, Stephen, Legaspi, Regina, McDonald, Heather, Siddiqui, Faisal, Pridham, Jeremy, Rowe, Bernadette, Sampson, Sonia, Thiessen, Barton, Zbitnew, Geoff, Bernard, Andre, George, Ronald, Jones, Philip, Moor, Rita, Siddiqui, Naveed, Wolfer, Alexandra, Tran, Diem, Winch, Denyse, Dobson, Gary, McCormick, Thomas, Montasser, Osama, Hall, Richard, Baghirzada, Leyla, Curley, Gerard, Dai, Si Yuan, Hare, Gregory, Lee, Esther, Shastri, Uma, Tsui, Albert, Yagnik, Anmol, Alvares, Danielle, Choi, Stephen, Dwyer, Heather, Flores, Kathrina, McCartney, Colin, Somascanthan, Priya, Carroll, Jo, Pazmino-Canizares, Janneth, Ami, Noam, Chan, Vincent, Perlas, Anahi, Argue, Ruth, Huang, Yang, Lavis, Katie, Mayson, Kelly, Cao, Ying, Gao, Hong, Hu, Tingju, Lv, Jie, Yang, Jian, Yang, Yang, Zhong, Yi, Zhou, Jing, Zou, Xiaohua, He, Miao, Li, Xiaoying, Luo, Dihuan, Wang, Haiying, Yu, Tian, Chen, Liyong, Wang, Lijun, Cai, Yunfei, Cao, Zhongming, Li, Yanling, Lian, Jiaxin, Sun, Haiyun, Wang, Sheng, Wang, Zhipeng, Wang, Kenru, Zhu, Yi, Du, Xindan, Fan, Hao, Fu, Yunbin, Huang, Lixia, Huang, Yanming, Hwan, Haifang, Luo, Hong, Qu, Pi-Sheng, Tao, Fan, Wang, Zhen, Wang, Guoxiang, Wang, Shun, Zhang, Yan, Zhang, Xiaolin, Chen, Chao, Wang, Weixing, Liu, Zhengyuan, Fan, Lihua, Tang, Jing, Chen, Yijun, Chen, Yongjie, Han, Yangyang, Huang, Changshun, Liang, Guojin, Shen, Jing, Wang, Jun, Yang, Qiuhong, Zhen, Jungang, Zhou, Haidong, Chen, Junping, Chen, Zhang, Li, Xiaoyu, Meng, Bo, Ye, Haiwang, Zhang, Xiaoyan, Bi, Yanbing, Cao, Jianqiao, Guo, Fengying, Lin, Hong, Liu, Yang, Lv, Meng, Shi, Pengcai, Song, Xiumei, Sun, Chuanyu, Sun, Yongtao, Wang, Yuelan, Wang, Shenhui, Zhang, Min, Chen, Rong, Hou, Jiabao, Leng, Yan, Meng, Qing-tao, Qian, Li, Shen, Zi-ying, Xia, Zhong-yuan, Xue, Rui, Zhang, Yuan, Zhao, Bo, Zhou, Xian-jin, Chen, Qiang, Guo, Huinan, Guo, Yongqing, Qi, Yuehong, Wang, Zhi, Wei, Jianfeng, Zhang, Weiwei, Zheng, Lina, Bao, Qi, Chen, Yaqiu, Chen, Yijiao, Fei, Yue, Hu, Nianqiang, Hu, Xuming, Lei, Min, Li, Xiaoqin, Lv, Xiaocui, Miao, Fangfang, Ouyang, Lingling, Qian, Lu, Shen, Conyu, Sun, Yu, Wang, Yuting, Wang, Dong, Wu, Chao, Xu, Liyuan, Yuan, Jiaqi, Zhang, Lina, Zhang, Huan, Zhang, Yapping, Zhao, Jinning, Zhao, Chong, Zhao, Lei, Zheng, Tianzhao, Zhou, Dachun, Zhou, Haiyan, Zhou, Ce, Lu, Kaizhi, Zhao, Ting, He, Changlin, Chen, Hong, Chen, Shasha, Cheng, Baoli, He, Jie, Jin, Lin, Li, Caixia, Li, Hui, Pan, Yuanming, Shi, Yugang, Wen, Xiao Hong, Wu, Shuijing, Xie, Guohao, Zhang, Kai, Zhao, Bing, Lu, Xianfu, Chen, Feifei, Liang, Qisheng, Lin, Xuewu, Ling, Yunzhi, Liu, Gang, Tao, Jing, Yang, Lu, Zhou, Jialong, Chen, Fumei, Cheng, Zhonggui, Dai, Hanying, Feng, Yunlin, Hou, Benchao, Gong, Haixia, Hu, Chun hua, Huang, Haijin, Huang, Jian, Jiang, Zhangjie, Li, Mengyuan, Lin, Jiamei, Liu, Mei, Liu, Weicheng, Liu, Zhen, Liu, Zhiyi, Luo, Foquan, Ma, Longxian, Min, Jia, Shi, Xiaoyun, Song, Zhiping, Wan, Xianwen, Xiong, Yingfen, Xu, Lin, Yang, Shuangjia, Zhang, Qin, Zhang, Hongyan, Zhang, Huaigen, Zhang, Xuekang, Zhao, Lili, Zhao, Weihong, Zhao, Weilu, Zhu, Xiaoping, Bai, Yun, Chen, Linbi, Chen, Sijia, Dai, Qinxue, Geng, Wujun, Han, Kunyuan, He, Xin, Huang, Luping, Ji, Binbin, Jia, Danyun, Jin, Shenhui, Li, Qianjun, Liang, Dongdong, Luo, Shan, Lwang, Lulu, Mo, Yunchang, Pan, Yuanyuan, Qi, Xinyu, Qian, Meizi, Qin, Jinling, Ren, Yelong, Shi, Yiyi, Wang, Junlu, Wang, Junkai, Wang, Leilei, Xie, Junjie, Yan, Yixiu, Yao, Yurui, Zhang, Mingxiao, Zhao, Jiashi, Zhuang, Xiuxiu, Ai, Yanqiu, Du, Fang, He, Long, Huang, Ledan, Li, Zhisong, Li, Huijuan, Li, Yetong, Li, Liwei, Meng, Su, Yuan, Yazhuo, Zhang, Enman, Zhang, Jie, Zhao, Shuna, Ji, Zhenrong, Pei, Ling, Wang, Li, Chen, Chen, Dong, Beibei, Li, Jing, Miao, Ziqiang, Mu, Hongying, Qin, Chao, Su, Lin, Wen, Zhiting, Xie, Keliang, Yu, Yonghao, Yuan, Fang, Hu, Xianwen, Zhang, Ye, Xiao, Wangpin, Zhu, Zhipeng, Dai, Qingqing, Fu, Kaiwen, Hu, Rong, Hu, Xiaolan, Huang, Song, Li, Yaqi, Liang, Yingping, Yu, Shuchun, Guo, Zheng, Jing, Yan, Tang, Na, Wu, Jie, Yuan, Dajiang, Zhang, Ruilin, Zhao, Xiaoying, Li, Yuhong, Bai, Hui-Ping, Liu, Chun-Xiao, Liu, Fei-Fei, Ren, Wei, Wang, Xiu-Li, Xu, Guan-Jie, Hu, Na, Li, Bo, Ou, Yangwen, Tang, Yongzhong, Yao, Shanglong, Zhang, Shihai, Kong, Cui-Cui, Liu, Bei, Wang, Tianlong, Xiao, Wei, Lu, Bo, Xia, Yanfei, Zhou, Jiali, Cai, Fang, Chen, Pushan, Hu, Shuangfei, Wang, Hongfa, Xu, Qiong, Hu, Liu, Jing, Liang, Li, Bin, Liu, Qiang, Liu, Yuejiang, Lu, Xinjian, Peng, Zhen Dan, Qiu, Xiaodong, Ren, Quan, Tong, Youliang, Wang, Jin, Wen, Yazhou, Wu, Qiong, Xia, Jiangyan, Xie, Jue, Xiong, Xiapei, Xu, Shixia, Yang, Tianqin, Ye, Hui, Yin, Ning, Yuan, Jing, Zeng, Qiuting, Zhang, Baoling, Zheng, Kang, Cang, Jing, Chen, Shiyu, Fan, Yu, Fu, Shuying, Ge, Xiaodong, Guo, Baolei, Huang, Wenhui, Jiang, Linghui, Jiang, Xinmei, Liu, Yi, Pan, Yan, Ren, Yun, Shan, Qi, Wang, Jiaxing, Wang, Fei, Wu, Chi, Zhang, Xiaoguang, Christiansen, Ida Cecilie, Granum, Simon Nørgaard, Rasmussen, Bodil Steen, Daugaard, Morten, Gambhir, Rajiv, Brandsborg, Birgitte, Steingrímsdóttir, Guðný Erla, Jensen-Gadegaard, Peter, Olsen, Karsten Skovgaard, Siegel, Hanna, Eskildsen, Katrine Zwicky, Gätke, Mona Ring, Wibrandt, Ida, Heintzelmann, Simon Bisgaard, Wiborg Lange, Kai Henrik, Lundsgaard, Rune Sarauw, Amstrup-Hansen, Louise, Hovendal, Claus, Larsen, Michael, Lenstrup, Mette, Kobborg, Tina, Larsen, Jens Rolighed, Pedersen, Anette Barbre, Smith, Søren Hübertz, Oestervig, Rebecca Monett, Afshari, Arash, Andersen, Cheme, Ekelund, Kim, Secher, Erik Lilja, Beloeil, Helene, Lasocki, Sigismond, Ouattara, Alexandre, Sineus, Marlene, Molliex, Serge, Legouge, Marie Lim, Wallet, Florent, Tesniere, Antoine, Gaudin, Christophe, Lehur, Paul, Forsans, Emma, de Rudnicki, Stéphane, Maudet, Valerie Serra, Mutter, Didier, Sojod, Ghassan, Ouaissi, Mehdi, Regimbeau, Jean-Marc, Desbordes, Jacques, Comptaer, Nicolas, Manser, Diae el, Ethgen, Sabine, Lebuffe, Gilles, Auer, Patrick, Härtl, Christine, Deja, Maria, Legashov, Kirill, Sonnemann, Susanne, Wiegand-Loehnert, Carola, Falk, Elke, Habicher, Marit, Angermair, Stefan, Laetsch, Beatrix, Schmidt, Katrin, Von Heymann, Christian, Ramminger, Axel, Jelschen, Florian, Pabel, Svenja, Weyland, Andreas, Czeslick, Elke, Gille, Jochen, Malcharek, Michael, Sablotzki, Armin, Lueke, Katharina, Wetzel, Peter, Weimann, Joerg, Lenhart, Franz-Peter, Reichle, Florian, Schirmer, Frederike, Hüppe, Michael, Klotz, Karl, Nau, Carla, Schön, Julika, Mencke, Thomas, Wasmund, Christina, Bankewitz, Carla, Baumgarten, Georg, Fleischer, Andreas, Guttenthaler, Vera, Hack, Yvonne, Kirchgaessner, Katharina, Männer, Olja, Schurig-Urbaniak, Marlen, Struck, Rafael, van Zyl, Rebekka, Wittmann, Maria, Goebel, Ulrich, Harris, Sarah, Veit, Siegfried, Andreadaki, Evangelia, Souri, Flora, Katsiadramis, Ioannis, Skoufi, Anthi, Vasileiou, Maria, Aimoniotou- Georgiou, Eleni, Katsourakis, Anastasios, Veroniki, Fotini, Vlachogianni, Glyceria, Petra, Konstantina, Chlorou, Dimitra, Oloktsidou, Eirini, Ourailoglou, Vasileios, Papapostolou, Konstantinos, Tsaousi, Georgia, Daikou, Panagoula, Dedemadi, Georgia, Kalaitzopoulos, Ioannis, Loumpias, Christos, Bristogiannis, Sotirios, Dafnios, Nikolaos, Gkiokas, Georgios, Kontis, Elissaios, Kozompoli, Dimitra, Papailia, Aspasia, Theodosopoulos, Theodosios, Bizios, Christol, Koutsikou, Anastasia, Moustaka, Aleaxandra, Plaitakis, Ioannis, Armaganidis, Apostolos, Christodoulopoulou, Theodora, Lignos, Mihail, Theodorakopoulou, Maria, Asimakos, Andreas, Ischaki, Eleni, Tsagkaraki, Angeliki, Zakynthinos, Spyros, Antoniadou, Eleni, Koutelidakis, Ioannis, Lathyris, Dimitrios, Pozidou, Irene, Voloudakis, Nikolaos, Dalamagka, Maria, Elena, Gkonezou, Chronis, Christos, Manolakaki, Dimitra, Mosxogiannidis, Dimitris, Slepova, Tatiana, Tsakiridou, Isaia-sissy, Lampiri, Claire, Vachlioti, Anastasia, Panagiotakis, Christos, Sfyras, Dimitrios, Tsimpoukas, Fotios, Tsirogianni, Athanasia, Axioti, Elena, Filippopoulos, Andreas, Kalliafa, Elli, Kassavetis, George, Katralis, Petros, Komnos, Ioannis, Pilichos, Georgios, Ravani, Ifigenia, Totis, Antonis, Apagaki, Eymorfia, Efthymiadi, Andromachi, Kampagiannis, Nikolaos, Paraforou, Theoniki, Tsioka, Agoritsa, Georgiou, Georgios, Vakalos, Aristeidis, Bairaktari, Aggeliki, Charitos, Efthimios, Markou, George, Niforopoulou, Panagiota, Papakonstantinou, Nikolaos, Tsigou, Evdoxia, Xifara, Archontoula, Zoulamoglou, Menelaos, Gkioni, Panagiota, Karatzas, Stylianos, Kyparissi, Aikaterini, Mainas, Efstratios, Papapanagiotou, Ioannis, Papavasilopoulou, Theonymfi, Fragandreas, George, Georgopoulou, Eleni, Katsika, Eleni, Psarras, Kyriakos, Synekidou, Eirini, Verroiotou, Maria, Vetsiou, Evangelia, Zaimi, Donika, Anagnou, Athina, Apostolou, Konstantinos, Melissopoulou, Theodora, Rozenberg, Theophilos, Tsigris, Christos, Boutsikos, Georgios, Kalles, Vasileios, Kotsalas, Nikolaos, Lavdaiou, Christina, Paikou, Fotini, Panagou, Georgia-Laura, Spring, Anna, Botis, Ioannis, Drimala, Maria, Georgakakis, Georgios, Kiourtzieva, Ellada, Ntouma, Panagiota, Prionas, Apostolos, Xouplidis, Kyriakos, Dalampini, Eleftheria, Giannaki, Chrysavgi, Iasonidou, Christina, Ioannidis, Orestis, Lavrentieva, Athina, Lavrentieva, Athena, Papageorgiou, George, Kokkinoy, Maria, Stafylaraki, Maria, Gaitanakis, Stylianos, Karydakis, Periclis, Paltoglou, Josef, Ponireas, Panagiotis, Chaloulis, Panagiotis, Provatidis, Athanasios, Sousana, Anisoglou, Gardikou, Varvara Vanessa, Konstantivelli, Maria, Lataniotou, Olga, Lisari, Elisavet, Margaroni, Maria, Stamatiou, Konstantinos, Nikolaidis, Edouardos, Pnevmatikos, Ioannis, Sertaridou, Eleni, Andreou, Alexandros, Arkalaki, Eleni, Athanasakis, Elias, Chaniotaki, Fotini, Chatzimichali, Chatzimichali Aikaterini, Christofaki, Maria, Dermitzaki, Despina, Fiorentza, Klara, Frantzeskos, Georgios, Geromarkaki, Elisavet, Kafkalaki, Kalliopi, Kalogridaki, Marina, Karydi, Konstyllia, Kokkini, Sofia, Kougentakis, Georgios, Lefaki, Tatiana, Lilitsis, Emmanouhl, Makatounaki, Aikaterini, Malliotakis, Polychronis, Michelakis, Dimosthenis, Neonaki, Maria, Nyktari, Vasileia, Palikyra, Iliana, Papadakis, Eleftherios, Papaioannou, Alexandra, Sfakianakis, Konstantinos, Sgouraki, Maria, Souvatzis, Xenia, Spartinou, Anastasia, Stefanidou, Nefeli, Syrogianni, Paulina, Tsagkaraki, Georgia, Arnaoutoglou, Elena, Arnaoutoglou, Christina, Bali, Christina, Bouris, Vasilios, Doumos, Rodamanthos, Gkini, Konstantia-Paraskevi, Kapaktsi, Clio, Koulouras, Vasilios, Lena, Arian, Lepida, Dimitra, Michos, Evangelos, Papadopoulos, Dimitrios, Paschopoulos, Minas, Rompou, Vaia Aliki, Siouti, Ioanna, Tsampalas, Stavros, Ververidou, Ourania, Zilis, Georgios, Charlalampidoy, Alexandra, Christodoulidis, Gregory, Flossos, Andreas, Stamoulis, Konstantinos, Chan, Matthew, Tsang, Man Shing Caleb, Tsang, Man Shing, Lai, Man Ling, Yip, Chi Pang, Heymans Chan, Hey Man, Law, Bassanio, Li, Wing Sze, Chu, Hiu Man, Koo, Emily Gar Yee, Lam, Chi Cheong Joe, Cheng, Ka Ho, Lam, Tracy, Chu, Susanna, Lam, Wing yan, Wong, Kin Wai Kevin, Kwok, Dilys, Hung, Ching Yue Janice, Chan, Wai Kit Jacky, Wong, Wing Lam, Chung, Chun Kwong Eric, Ma, Shu Kai, Kaushik, Shuchi, Shah, Bhagyesh, Shah, Dhiren, Shah, Sanjay, Ar, Praburaj, Muthuchellappan, Radhakrishnan, Agarwal, Vandana, Divatia, Jigeeshu, Mishra, Sanghamitra, Nimje, Ganesh, Pande, Swati, Savarkar, Sukhada, Shrivastava, Aditi, Thomas, Martin, Yegnaram, Shashikant, Hidayatullah, Rahmat, Puar, Nasman, Niman, Sumara, Indra, Imai, Hamzah, Zulkarnain, Yuliana, Annika, Abidin, Ucu Nurhadiat, Dursin, Ade Nurkacan, Kurnia, Andri, Susanti, Ade, Handayani, Dini, Alit, Mahaalit Aribawa, Arya, Aryabiantara, Senapathi, Tjokorda Gde Agung, Utara, Utara Hartawan, Wid, Widnyana Made, Wima, Semarawima, Wir, Wiryana Made, Jehosua, Brillyan, Kaunang, Jonathan, Lantang, Eka Yudha, Najoan, Rini, Waworuntu, Neil, Awad, Hadi, Fuad, Akram, Geddoa, Burair, Khalaf, Abdel Razzaq, Al hussaini, Sabah, Albaj, Safauldeensalem, Kenber, Maithem, Bettinelli, Alessandra, Spadaro, Savino, AlbertoVolta, Carlo, Giancarlo, Luigi, Sottosanti, Vicari, Copetti, Elisa, Spagnesi, Lorenzo, Toretti, Ilaria, Alloj, Chiara, Cardellino, Silvano, Carmino, Livio, Costanzo, Eleonora, Fanfani, Lucia Caterina, Novelli, Maria Teresa, Roasio, Agostino, Bellandi, Mattia, Beretta, Luigi, Bignami, Elena, Bocchino, Speranza, Cabrini, Luca, Corti, Daniele, Landoni, Giovanni, Meroni, Roberta, Moizo, Elena, Monti, Giacomo, Pintaudi, Margherita, Plumari, Valentina Paola, Taddeo, Daiana, Testa, Valentina, Winterton, Dario, Zangrillo, Alberto, Cloro, Luigi Maria, Colangelo, Chiara, Colangelo, Antonio, Rotunno, Giuseppe, Paludi, Miguel Angel, Maria, Cloro Paolo, Pata, Antonio, Parrini, Vieri, Gatta, Alessandro, Nastasi, Mauro, Tinti, Carla, Baroselli, Antonio, Arrigo, Mario, Benevento, Angelo, Bottini, Corrado, Cannavo', Maurizio, Gastaldi, Christian, Marchesi, Alessandro, Pascazio, Angelantonio, Pata, Francesco, Pozzi, Emilio, Premoli, Alberto, Tessera, Gaetano, Boschi, Luca, D'Andrea, Rocco, Ghignone, Federico, Poggioli, Gilberto, Sibilio, Andrea, Taffurelli, Mario, Ugolini, Giampaolo, Ab Majid, Mohd Azuan, Ab Rahman, Rusnah, Joseph, James, Pathan, Furquan, Sybil Shah, Mohammad Hafizshah, Yap, Huey Ling, Cheah, Seleen, Chin, Im Im, Looi, Ji Keon, Tan, Siew Ching, Visvalingam, Sheshendrasurian, Kwok, Fan Yin, Lee, Chew Kiok, Tan, Tse Siang, Wong, Sze Meng, Abdullah, Noor Hairiza, Liew, Chiat Fong, Luxuman, Lovenia, Mohd Zin, Nor Hafizah, Norddin, Muhamad Faiz, Raja Alias, Raja Liza, Wong, Juan Yong, Yong, Johnny, Bin Mustapha, Mohd Tarmimi, Chan, Weng Ken, Dzulkipli, Norizawati, Kuan, Pei Xuan, Lee, Yew Ching, Alias, Anita, Guok, Eng Ching, Jee, Chiun Chen, Ramon, Brian Rhadamantyne, Wong, Cheng Weng, Abd Ghafar, Fara Nur Idayu, Aziz, Faizal Zuhri, Hussain, Nabilah, Lee, Hooi Sean, Sukawi, Ismawaty, Woon, Yuan Liang, Abd Hadi, Husni Zaeem, Ahmad Azam, Ummi Azmira, Alias, Abdul Hafiz, Kesut, Saiful Aizar, Lee, Jun May, Ooi, Dar Vin, Sulaiman, Hetty Ayuni, Lih, Tengku Alini Tengku, Veerakumaran, Jeyaganesh, Rojas, Eder, Resendiz, Gerardo Esteban Alvarez, Zapata, Darcy Danitza Mari, López, Julio Cesar Jesús Aguilar, Flores, Armando Adolfo Alvarez, Amador, Juan Carlos Bravo, Avila, Erendira Jocelin Dominguez, Aquino, Laura Patricia González, Rodriguez, Ricardo Lopez, Landa, Mariana Torres, Urias, Emma, Hollmann, Markus, Hulst, Abraham, Benedikt Preckel, Osne Kirzner, Gemert, Ankie Koopman-van, Buise, Marc, Tolenaar, Noortje, Weber, Eric, de Fretes, Jennifer, Houweling, Peter, Ormskerk, Patricia, Van Bommel, Jasper, Lance, Marcus, Smit-Fun, Valerie, van Zundert, Tom, Baas, Peter, de Boer, Hans Donald, Sprakel, Joost, Elferink-Vonk, Renske, Noordzij, Peter, van Zeggeren, Laura, Brand, Bastiaan, Spanjersberg, Rob, Bokkel-Andela, Janneke ten, Numan, Sandra, van Klei, Wilton, van Zaane, Bas, Boer, Christa, van Duivenvoorde, Yoni, Hering, Jens Peter, van Rossum, Sylvia, Zonneveldt, Harry, Campbell, Doug, Hoare, Siobhan, Santa, Sahayam, Ali, Marlynn, Allen, Sara Jane, Bell, Rachel, Choi, Hyun-min David, Drake, Matthew, Farrell, Helen, Hayes, Katia, Higgie, Kushlin, Holmes, Kerry, Jenkins, Nicole, Kim, 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Robert, Axe, Belda, Margarita Tormo, Norton, Tracy, Alherz, Fadhel, Barneto, Lisa, Ramirez, Alberto, Sayeed, Ahmed, Smith, Nicola, Bennett, Cambell, McQuoid, Shane, Jansen, Tracy-Lee, Nico, Zin, Scott, John, Freschini, David, Freschini, Angela, Hopkins, Brian, Manson, Lara, Stoltz, Deon, Bates, Alexander, Davis, Simon, Freeman, Victoria, McGaughran, Lynette, Williams, Maya, Sharma, Swarna Baskar, Burrows, Tom, Byrne, Kelly, English, Duane, Johnson, Robert, Manikkam, Brendon, Naidoo, Shaun, Rumball, Margot, Whittle, Nicola, Franks, Romilla, Gibson-Lapsley, Hannah, Salter, Ryan, Walsh, Dean, Cooper, Richard, Perry, Katherine, Obobolo, Amos, Sule, Umar Musa, Ahmad, Abdurrahman, Atiku, Mamuda, Mohammed, Alhassan Datti, Sarki, Adamu Muhammad, Adekola, Oyebola, Akanmu, Olanrewaju, Durodola, Adekunle, Olukoju, Olusegun, Raji, Victor, Olajumoke, Tokunbo, Oyebamiji, Emmanuel, Adenekan, Anthony, Adetoye, Adedapo, Faponle, Folayemi, Olateju, Simeon, Owojuyigbe, Afolabi, Talabi, Ademola, Adenike, Odewabi, Adewale, Badru, Collins, Nwokoro, Ezekiel, Emmanuel, Fatungase, Oluwabunmi Motunrayo, Grace, Anuforo, Sola, Sotannde, Stella, Ogunmuyiwa, Ademola, Adeyinka, Adeolu, Augustine A., Adigun, Tinuola, Akinwale, Mukaila, Fasina, Oluyemi, Gbolahan, Olalere, Idowu, Olusola, Olonisakin, Rotimi Peter, Osinaike, Babatunde Babasola, Asudo, Felicia, Mshelia, Danladi, Abdur-Rahman, Lukman, Agodirin, Olayide, Bello, Jibril, Bolaji, Benjamin, Oyedepo, Olanrewaju Olubukola, Ezike, Humphrey, Iloabachie, Ikechukwu, Okonkwo, Ikemefuna, Onuora, Elias, Onyeka, Tonia, Ugwu, Innocent, Umeh, Friday, Alagbe-Briggs, Olubusola, Dodiyi-Manuel, Amabra, Echem, Richard, Obasuyi, Bright, Onajin-Obembe, Bisola, Bandeira, Maria Expedito, Martins, Alda, Tomé, Miguel, Costa, Ana Cristina Miranda Martins, Krystopchuk, Andriy, Branco, Teresa, Esteves, Simao, Melo, Marco António, Monte, Júlia, Rua, Fernando, Martins, Isabel, Pinho-Oliveira, Vítor Miguel, Rodrigues, Carla Maria, Cabral, Raquel, Marques, Sofia, Rêgo, Sara, Jesus, Joana Sofia Teixeira, Marques, Maria Conceição, Romao, Cristina, Dias, Sandra, Santos, Ana Margarida, Alves, Maria Joao, Salta, Cristina, Cruz, Salome, Duarte, Célia, Paiva, António Armando Furtado, Cabral, Tiago do Nascimento, Faria e Maia, Dionisio, Correia da Silva, Rui Freitas Mendonça, Langner, Anuschka, Resendes, Hernâni Oliveira, Soares, Maria da Conceição, Abrunhosa, Alexandra, Faria, Filomena, Miranda, Lina, Pereira, Helena, Serra, Sofia, Ionescu, Daniela, Margarit, Simona, Mitre, Calin, Vasian, Horatiu, Manga, Gratiela, Stefan, Andreea, Tomescu, Dana, Filipescu, Daniela, Paunescu, Marilena-Alina, Stefan, Mihai, Stoica, Radu, Gavril, Laura, Pătrășcanu, Emilia, Ristescu, Irina, Rusu, Daniel, Diaconescu, Ciresica, Iosep, Gabriel Florin, Pulbere, Dorin, Ursu, Irina, Balanescu, Andreea, Grintescu, Ioana, Mirea, Liliana, Rentea, Irina, Vartic, Mihaela, Lupu, Mary-Nicoleta, Stanescu, Dorin, Streanga, Lavinea, Antal, Oana, Hagau, Natalia, Patras, Dumitru, Petrisor, Cristina, Tosa, Flaviu, Tranca, Sebastian, Copotoiu, Sanda Maria, Ungureanu, Liviu Lucian, Harsan, Cristian Remus, Papurica, Marius, Cernea, Daniela Denisa, Dragoescu, Nicoleta Alice, CarmenVaida, Laura Aflori, Ciobotaru, Oana Roxana, Aignatoaie, Mariana, Carp, Cristina Paula, Cobzaru, Isabelle, Mardare, Oana, Purcarin, Bianca, Tutunaru, Valentin, Ionita, Victor, Arustei, Mirela, Codita, Anisoara, Busuioc, Mihai, Chilinciuc, Ion, Ciobanu, Cristina, Belciu, Ioana, Tincu, Eugen, Blaj, Mihaela, Grosu, Ramona - Mihaela, Sandu, Gigel, Bruma, Dana, Corneci, Dan, Dutu, Madalina, Krepil, Adriana, Copaciu, Elena, Dumitrascu, Clementina Oana, Jemna, Ramona, Mihaescu, Florentina, Petre, Raluca, Tudor, Cristina, Ursache, Elena, Kulikov, Alexander, Lubnin, Andrey, Grigoryev, Evgeny, Pugachev, Stanislav, Tolmasov, Alexander, Hussain, Ayyaz, Ilyina, Yana, Roshchina, Anna, Iurin, Aleksandr, Chazova, Elena, Dunay, Artem, Karelov, Alexey, Khvedelidze, Irina, Voldaeva, Olga, Belskiy, Vladislav, Dzhamullaev, Parvin, Grishkowez, Elena, Kretov, Vladimir, Levin, Valeriy, Molkov, Aleksandr, Puzanov, Sergey, Samoilenko, Aleksandr, Tchekulaev, Aleksandr, Tulupova, Valentina, Utkin, Ivan, Allorto, Nikki Leigh, Bishop, David Gray, Builu, Pierre Monji, Cairns, Carel, Dasrath, Ashish, de Wet, Jacques, Hoedt, Marielle den, Grey, Ben, Hayes, Morgan Philip, Küsel, Belinda Senta, Shangase, Nomcebo, Wise, Robert, Cacala, Sharon, Farina, Zane, Govindasamy, Vishendran, Kruse, Carl-Heinz, Lee, Carolyn, Marais, Leonard, Naidoo, Thinagrin Dhasarthun, Rajah, Chantal, Rodseth, Reitze Nils, Ryan, Lisa, von Rhaden, Richard, Adam, Suwayba, Alphonsus, Christella, Ameer, Yusuf, Anderson, Frank, Basanth, Sujith, Bechan, Sudha, Bhula, Chettan, Biccard, Bruce M., Biyase, Thuli, Buccimazza, Ines, Cardosa, Jorge, Chen, James, Daya, Bhavika, Drummond, Leanne, Elabib, Ali, Abdel Goad, Ehab Helmy, Goga, Ismail E., Goga, Riaz, Harrichandparsad, R., Hodgson, Richard E., Jordaan, J., Kalafatis, Nicky, Kampik, Christian, Landers, A.T., Loots, Emil, Madansein, Rajhmum, Madaree, Anil, Madiba, Thandinkosi E., Manzini, Vukani T., Mbuyisa, Mbali, Moodley, Rajan, Msomi, Mduduzi, Mukama, Innocent, Naidoo, Desigan, Naidoo, Rubeshan, Naidu, Tesuven K., Ntloko, Sindiswa, Padayachee, Eneshia, Padayachee, Lucelle, Phaff, Martijn, Pillay, Bala, Pillay, Desigan, Pillay, Lutchmee, Ramnarain, Anupa, Ramphal, Suren R., Ryan, Paul, Saloojee, Ahmed, Sebitloane, Motshedisi, Sigcu, Noluyolo, Taylor, Jenna L., Torborg, Alexandra, Visser, Linda, Anderson, Philip, Conradie, Alae, de Swardt, Mathew, de Villiers, Martin, Eikman, Johan, Liebenberg, Riaan, Mouton, Johan, Paton, Abbey, van der Merwe, Louwrence, Wilscott-Davids, Candice, Barrett, Wendy Joan, Bester, Marlet, de Beer, Johan, Geldenhuys, Jacques, Gouws, Hanni, Potgieter, Jan-Hendrik, Strydom, Magdel, WilberforceTurton, Edwin, Chetty, Rubendraj R., Chirkut, Subash, Cronje, Larissa, de Vasconcellos, Kim, Dube, Nokukhanya Z., Gama, N. 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Bester, Delia, Cavanagh, Sarah, Cripps, Heather, Daniel, Harvey, Lynch, Julie, Paton, Alison, Pyke, Shirley, Scholefield, John, Whitworth, Helen, Bottrill, Fiona, Ramalingam, Ganesh, Webb, Stephen, Akerman, Nik, Antill, Philip, Bourner, Lynsey, Buckley, Sarah, Castle, Gail, Charles, Rob, Eggleston, Christopher, Foster, Rebecca, Gill, Satwant, Lindley, Kate, Lklouk, Mohamed, Lowery, Tracey, Martin, Oliver, Milne, David, O'Connor, Patrick, Ratcliffe, Andrew, Rose, Alastair, Smith, Annie, Varma, Sandeep, Ward, Jackie, Barcraft-Barnes, Helena, Camsooksai, Julie, Colvin, Carolyn, Reschreiter, Henrik, Tbaily, Lee, Venner, Nicola, Hamilton, Caroline, Kelly, Lewis, Toth-Tarsoly, Piroska, Dodsworth, Kerry, Foord, Denise, Gordon, Paul, Hawes, Elizabeth, Lamb, Nikki, Mouland, Johanna, Nightingale, Jeremy, Rose, Steve, Schrieber, Joe, Al'Amri, Khalid, Aladin, Hafiz, Arshad, Mohammed Asif, Barraclough, James, Bentley, Conor, Bergin, Colin, Carrera, Ronald, Clarkson, Aisling, Collins, Michelle, 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Steve, Faulds, Matthew, Harris, Meredyth, Kelly, Carrie, Nicol, Scott, Pearson, Sally Anne, Chukkambotla, Srikanth, Andrew, Alyson, Attrill, Elizabeth, Campbell, Graham, Datson, Amanda, Fouracres, Anna, Graterol, Juan, Graves, Lynne, Hong, Bosun, Ishimaru, Alexander, Karthikeyan, Arvind, King, Helen, Lawson, Tom, Lee, Gregory, Lyons, Saoirse, Hall, Andrew Macalister, Mathoulin, Sophie, Mcintyre, Eilidh, Mclaughlin, Danny, Mulcahy, Kathleen, Paddle, Jonathan, Ratcliffe, Anna, Robbins, James, Sung, Weilin, Tayo, Adeoluwa, Trembath, Lisa, Venugopal, Suneetha, Walker, Robert, Wigmore, Geoffrey, Boereboom, Catherine, Downes, Charlotte, Humphries, Ryan, Melbourne, Susan, Smith, Coral, Tou, Samson, Ullah, Shafa, Batchelor, Nick, Boxall, Leigh, Broomby, Rupert, Deen, Tariq, Hellewell, Alistair, Helliwell, Laurence, Hutchings, Melanie, Hutchins, David, Keenan, Samantha, Mackie, Donna, Potter, Alison, Smith, Frances, Stone, Lucy, Thorpe, Kevin, Wassall, Richard, Woodgate, Andrew, Baillie, 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Peter, Husain, Tauqeer, Kirk-Bayley, Justin, Mathers, Edward, Montague, Laura, Harper, Mark, White, Stuart, Jack, James, Ridley, Carrie, Avis, Joanne, Cook, Tim, Dali-Kemmery, Lola, Kerslake, Ian, Lambourne, Victoria, Pearson, Annabel, Boyd, Christine, Callaghan, Mark, Lawson, Cathy, McCrossan, Roopa, Nesbitt, Vanessa, O'connor, Laura, Scott, Julia, Sinclair, Rhona, Farid, Nahla, Morgese, Ciro, Bhatia, Kailash, Karmarkar, Swati, Ahmed, Jamil, Branagan, Graham, Hutton, Monica, Swain, Andrew, Brookes, Jamie, Cornell, Jonathan, Dolan, Rachael, Hulme, Jonathan, Jansen van Vuuren, Amanda, Jowitt, Tom, Kalashetty, Gunasheela, Lloyd, Fran, Patel, Kiran, Sherwood, Nicholas, Brown, Lynne, Chandler, Ben, Deighton, Kerry, Emma, Temlett, Haunch, Kirsty, Cheeseman, Michelle, Dent, Kathy, Garg, Sanjeev, Gray, Carol, Hood, Marion, Jones, Dawn, Juj, Joanne, Rao, Roshan, Walker, Tara, Al Anizi, Mashel, Cheah, Clarissa, Cheing, Yushio, Coutinho, Francisco, Gondo, Prisca, Hadebe, Bernard, Hove, Mazvangu Onie, Ahamed khader, Krishnachetty, Bobby, Rhodes, Karen, Sokhi, Jagdish, Baker, Katie-Anne, Bertram, Wendy, Looseley, Alex, Mouton, Ronelle, Hanna, George, Arnold, Glenn, Arya, Shobhit, Balfoussia, Danai, Baxter, Linden, Harris, James, Jones, Craig, Knaggs, Alison, Markar, Sheraz, Perera, Anisha, Scott, Alasdair, Shida, Asako, Sirha, Ravneet, Wright, Sally, Frost, Victoria, Gray, Catherine, Andrews, Emma, Arrandale, Lindsay, Barrett, Stephen, Cifra, Elna, Cooper, Mariese, Dragnea, Dragos, Elna, Cifra, Maclean, Jennifer, Meier, Sonja, Milliken, Donald, Munns, Christopher, Ratanshi, Nadir, Ramessur, Suneil, Salvana, Abegail, Watson, Anthony, Ali, Hani, Campbell, Gill, Critchley, Rebecca, Endersby, Simon, Hicks, Catherine, Liddle, Alison, Pass, Marc, Ritchie, Charlotte, Thomas, Charlotte, Too, Lingxi, Welsh, Sarah, Gill, Talvinder, Johnson, Joanne, Reed, Joanne, Davis, Edward, Papadopoullos, Sam, Attwood, Clare, Biffen, Andrew, Boulton, Kerenza, Gray, Sophie, Hay, David, Mills, Sarah, Montgomery, Jane, Riddell, Rory, Simpson, James, Bhardwaj, Neeraj, Paul, Elaine, Uwubamwen, Nosakhare, Alexander, Maini, Arrich, James, Arumugam, Swarna, Blackwood, Douglas, Boggiano, Victoria, Brown, Robyn, Chan, Yik Lam, Chatterjee, Devnandan, Chhabra, Ashok, Christian, Rachel, Costelloe, Hannah, Matthewman, Madeline Coxwell, Dalton, Emma, Darko, Julia, Davari, Maria, Dave, Tejal, Deacon, Matthew, Deepak, Shantal, Edmond, Holly, Ellis, Jessica, El-Sayed, Ahmed, Eneje, Philip, English, Rose, Ewe, Renee, Foers, William, Franklin, John, Gallego, Laura, Garrett, Emily, Goldberg, Olivia, Goss, Harry, Greaves, Rosanna, Harris, Rudy, Hennings, Charles, Jones, Eleanor, Kamali, Nelson, Kokkinos, Naomi, Lewis, Carys, Lignos, Leda, Malgapo, Evaleen Victoria, Malik, Rizwana, Milne, Andrew, Mulligan, John-Patrick, Nicklin, Philippa, Palipane, Natasha, Parsons, Thomas, Piper, Rebecca, Prakash, Rohan, Ramesh, Byron, Rasip, Sarah, Reading, Jacob, Rela, Mariam, Reyes, Anna, Stephens, Robert, Rooms, Martin, Shah, Karishma, Simons, Henry, Solanki, Shalil, Spowart, Emma, Stevens, Amy, Thomas, Christopher, Waggett, Helena, Yassaee, Arrash, Kennedy, Anthony, Scott, Sara, Somanath, Sameer, Berg, Andrew, Hernandez, Miguel, Nanda, Rajesh, Tank, Ghanshyambhai, Wilson, Natalie, Wilson, Debbie, Al-Soudaine, Yassr, Baldwin, Matthew, Cornish, Julie, Davies, Zoe, Davies, Leigh, Edwards, Marc, Frewer, Natasha, Gallard, Sian, Glasbey, James, Harries, Rhiannon, Hopkins, Luke, Kim, Taeyang, Koompirochana, Vilavan, Lawson, Simon, Lewis, Megan, Makzal, Zaid, Scourfield, Sarah, Ahmad, Yousra, Bates, Sarah, Blackwell, Clare, Bryant, Helen, Collins, Hannah, Coulter, Suzanne, Cruickshank, Ross, Daniel, Sonya, Daubeny, Thomas, Edwards, Mark, Golder, Kim, Hawkins, Lesley, Helen, Bryant, Hinxman, Honor, Levett, Denny, Salmon, Karen, Seaward, Leanne, Skinner, Ben, Tyrell, Bryony, Wadams, Beverley, Walsgrove, Joseph, Dickson, Jane, Constantin, Kathryn, Karen, Markwell, O'Brien, Peter, O'Donohoe, Lynn, Payne, Hannah, Sundayi, Saul, Walker, Elaine, Brooke, Jenny, Cardy, Jon, Humphreys, Sally, Kessack, Laura, Kubitzek, Christiane, Kumar, Suhas, Cotterill, Donna, Hodzovic, Emil, Hosdurga, Gurunath, Miles, Edward, Saunders, Glenn, Campbell, Marta, Chan, Peter, Jemmett, Kim, Raj, Ashok, Naik, Aditi, Oshowo, Ayo, Ramamoorthy, Rajarajan, Shah, Nimesh, Sylvan, Axel, Blyth, Katharine, Burtenshaw, Andrew, Freeman, David, Johnson, Emily, Lo, Philip, Martin, Terry, Plunkett, Emma, Wollaston, Julie, Allison, Joanna, Carroll, Christine, Craw, Nicholas, Craw, Sarah, Pitt-Kerby, Tressy, Rowland-Axe, Rebecca, Spurdle, Katie, McDonald, Andrew, Simon, Davies, Sinha, Vivek, Smith, Thomas, Banner-Goodspeed, Valerie, Boone, Myles, Campbell, Kathleen, Lu, Fengxin, Scannell, Joseph, Sobol, Julia, Balajonda, Naraida, Clemmons, Karen, Conde, Carlos, Elgasim, Magdi, Funk, Bonita, Hall, Roger, Hopkins, Thomas, Olaleye, Omowunmi, Omer, Omer, Pender, Michelle, Porto, Angelo, Stevens, Alice, Waweru, Peter, Yeh, Erlinda, Bodansky, Daniella, Evans, Adam, Kleopoulos, Steven, Maril, Robert, Mathney, Edward, Sanchez, Angela, Tinuoye, Elizabeth, Bateman, Brian, Eng, Kristen, Jiang, Ning, Ladha, Karim, Needleman, Joseph, Chen, Lee-lynn, Lane, Rondall, Robinowitz, David, Ghushe, Neil, Irshad, Mariam, O'Connor, John, Patel, Samir, Takemoto, Steven, Wallace, Art, Mazzeffi, Michael, Rock, Peter, Wallace, Karin, Zhu, Xiaomao, Chua, Pandora, Mattera, Matthew, Sharar, Rebecca, Thilen, Stephan, Treggiari, Miriam, Morgan, Angela, Sofjan, Iwan, Subramaniam, Kathirvel, Avidan, Michael, Maybrier, Hannah, Muench, Maxwell, Wildes, Troy, Abbott, T.E.F., Ahmad, T., Phull, M.K., Fowler, A.J., Hewson, R., Biccard, B.M., Chew, M.S., Gillies, M., and Pearse, R.M.

Published
2018
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7. Modeling of Distributed Control System for Network of Mineral Water Wells

Author

Utkin, Ivan M. Pershin, Elena G. Papush, Tatyana V. Kukharova, and Vladimir A.

Subjects
distributed control system, operating modes of mineral water deposits, controller parameters
Abstract

The article is devoted to solving the problem of designing a distributed control system for a network of production wells on the example of mineral water deposits in the Caucasus Mineral Waters region, Russia. The purpose was to determine the set of parameters of the control system to ensure technologically effective and safe operating modes of mineral water deposits. A mathematical model of the deposit was developed taking into account the given configuration and production rate of the network of the wells. The detailed algorithm is presented for designing the control system under consideration based on the frequency concept of analysis and synthesis for distributed control systems. The experimental tests and model validation were performed at the production wells facility of “Narzan”, Kislovodsk, Russia. The results of modeling and field experiments confirmed the adequacy of the mathematical model and the effectiveness of the proposed algorithm. The authors came to the conclusion that the adapted mathematical model can be used to create a regional automated field cluster management system for monitoring, operational management and forecasting the nature of real hydrogeological processes and ensuring their stability.

Published
2023
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15. Critical care admission following elective surgery was not associated with survival benefit: prospective analysis of data from 27 countries

Author

Kahan, Brennan C., Koulenti, Desponia, Arvaniti, Kostoula, Beavis, Vanessa, Campbell, Douglas, Chan, Matthew, Moreno, Rui, Pearse, Rupert M., Pearse, Rupert M., Beattie, Scott, Clavien, Pierre-Alain, Demartines, Nicolas, Fleisher, Lee A., Grocott, Mike, Haddow, James, Hoeft, Andreas, Holt, Peter, Moreno, Rui, Pritchard, Naomi, Rhodes, Andrew, Wijeysundera, Duminda, Wilson, Matt, Ahmed, Tahania, Everingham, Kirsty, Hewson, Russell, Januszewska, Marta, Pearse, Rupert M., Phull, Mandeep-Kaur, Halliwell, Richard, Shulman, Mark, Myles, Paul, Schmid, Werner, Hiesmayr, Michael, Wouters, Patrick, de Hert, Stefan, Lobo, Suzana, Beattie, Scott, Wijeysundera, Duminda, Fang, Xiangming, Rasmussen, Lars, Futier, Emmanuel, Biais, Matthieu, Venara, Aurélien, Slim, Karem, Sander, Michael, Koulenti, Despoina, Arvaniti, Kostoula, Chan, Mathew, Kulkarni, Atul, Chandra, Susilo, Tantri, Aida, Geddoa, Emad, Abbas, Muntadhar, Della Rocca, Giorgio, Sivasakthi, Datin, Mansor, Marzida, Luna, Pastor, Bouwman, Arthur, Buhre, Wolfgang, Beavis, Vanessa, Campbell, Douglas, Short, Tim, Osinaike, Tunde, Matos, Ricardo, Grigoras, Ioana, Kirov, Mikhail, Protsenko, Denis, Biccard, Bruce, Aldecoa, Cesar, Chew, Michelle, Hofer, Christoph, Hubner, Martin, Ditai, James, Szakmany, Tamas, Fleisher, Lee, Ferguson, Marissa, MacMahon, Michael, Shulman, Mark, Cherian, Ritchie, Currow, Helen, Kanathiban, Kathirgamanathan, Gillespie, David, Pathmanathan, Edward, Phillips, Katherine, Reynolds, Jenifer, Rowley, Joanne, Douglas, Jeanene, Kerridge, Ross, Currow, Helen, Garg, Sameer, Bennett, Michael, Jain, Megha, Alcock, David, Terblanche, Nico, Cotter, Rochelle, Leslie, Kate, Stewart, Marcelle, Zingerle, Nicolette, Clyde, Antony, Hambidge, Oliver, Rehak, Adam, Cotterell, Sharon, Binh QuanHuynh, Wilson, McCulloch, Timothy, Ben-Menachem, Erez, Egan, Thomas, Cope, Jennifer, Halliwell, Richard, Fellinger, Paul, Haselberger, Simone, Holaubek, Caroline, Lichtenegger, Paul, Scherz, Florian, Schmid, Werner, Hoffer, Franz, Cakova, Veronika, Eichwalder, Andreas, Fischbach, Norbert, Klug, Reinhold, Schneider, Elisabeth, Vesely, Martin, Wickenhauser, Reinhart, Grubmueller, Karl Gernot, Leitgeb, Marion, Lang, Friedrich, Toro, Nancy, Bauer, Marlene, Laengle, Friedrich, Mayrhofer, Thomas, Buerkle, Christian, Forstner, Karin, Germann, Reinhard, Rinoesl, Harald, Schindler, Elke, Trampitsch, Ernst, Fritsch, Gerhard, Szabo, Christian, Bidgoli, Jawad, Verdoodt, Hans, Forget, Patrice, Kahn, David, Lois, Fernande, Momeni, Mona, Prégardien, Caroline, Pospiech, Audrey, Steyaert, Arnaud, Veevaete, Laurent, De Kegel, Dirk, De Jongh, Karen, Foubert, Luc, Smitz, Carine, Vercauteren, Marcel, Poelaert, Jan, Van Mossevelde, Veerle, Abeloos, Jacques, Bouchez, Stefaan, Coppens, Marc, De Baerdemaeker, Luc, Deblaere, Isabel, De Bruyne, Ann, De Hert, Stefan, Fonck, Kristine, Heyse, Bjorn, Jacobs, Tom, Lapage, Koen, Moerman, Anneliese, Neckebroek, Martine, Parashchanka, Aliaksandra, Roels, Nathalie, Van Den Eynde, Nancy, Vandenheuvel, Michael, Van Limmen, Jurgen, Vanluchene, Ann, Vanpeteghem, Caroline, Wouters, Patrick, Wyffels, Piet, Huygens, Christel, Vandenbempt, Punitha, Van de Velde, Marc, Dylst, Dimitri, Janssen, Bruno, Schreurs, Evelien, Aleixo, Fábia Berganton, Candido, Keulle, Dias Batista, Hugo, Guimarães, Mario, Guizeline, Jaqueline, Hoffmann, João, Lobo, Suzana M., Lobo, Francisco Ricardo, Nascimento, Vinícius, Nishiyama, Katia, Pazetto, Lucas, Souza, Daniela, Souza Rodrigues, Rodrigo, Vilela dos Santos, Ana Maria, Jardim, Jaquelline, Silva, Joao, do NascimentoJunior, Paulo, Baio, Thalissa Hermínia, Pereira de Castro, Gabriel Isaac, Watanabe Oliveira, Henri Roger, Amendola, Cristina Prata, Cardoso, Gutemberg, Ortega, Daniela, Brotto, Ana Flavia, De Oliveira, Mirella Cristine, Réa-Neto, Álvaro, Dias, Fernando, Azambuja, Pedro, Knibel, Marcos Freitas, Martins, Antonio, Almeida, William, Neto, Calim Neder, Tardelli, Maria Angela, Caser, Eliana, Machado, Marcio, Aguzzoli, Crisitiano, 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George, Ronald, Jones, Philip, Moor, Rita, Siddiqui, Naveed, Wolfer, Alexandra, Tran, Diem, Winch, Denyse, Dobson, Gary, Hinther, Ashley, McCormick, Thomas, Montasser, Osama, Suen, Andrew, Woolsey, Adrianna, Bernard, Andre, George, Ronald, Hall, Richard, Bernard, Andre, George, Ronald, Hall, Richard, Applewhaite, Christopher, Baghirzada, Leyla, McCormick, Thomas Jared, Suen, Andrew, Dai, Si Yuan, Hare, Gregory, Lee, Esther, Shastri, Uma, Tsui, Albert, Yagnik, Anmol, Alvares, Danielle, Choi, Stephen, Dwyer, Heather, Flores, Kathrina, McCartney, Colin, Somascanthan, Priya, Beattie, Scott, Carroll, Jo, Pazmino-Canizares, Janneth, Wijeysundera, Duminda, Wolfer, Alexandra, Ami, Noam, Chan, Vincent, Perlas, Anahi, Argue, Ruth, Lavis, Katie, Mayson, Kelly, Cao, Ying, Gao, Hong, hu, tingju, Lv, Jie, Yang, Jian, Yang, Yang, Zhong, Yi, Zhou, Jing, Zou, Xiaohua, He, Miao, Li, Xiaoying, Luo, Dihuan, Wang, Haiying, Yu, Tian, Chen, Liyong, Wang, Lijun, Cai, Yunfei, Cao, Zhongming, Li, Yanling, Lian, Jiaxin, Sun, Haiyun, Wang, Sheng, Wang, Zhipeng, Wang, Kenru, Zhu, Yi, Du, Xindan, Fan, Hao, Fu, Yunbin, Huang, Lixia, Huang, Yanming, Hwan, Haifang, Luo, Hong, Qu, Pi-Sheng, Tao, Fan, Wang, Zhen, Wang, Guoxiang, Wang, Shun, Zhang, Yan, Zhang, Xiaolin, Chen, Chao, Wang, Weixing, Liu, Zhengyuan, Fan, Lihua, Tang, Jing, Chen, Yijun, Chen, Yongjie, Han, Yangyang, Huang, Changshun, Liang, Guojin, Shen, Jing, Wang, Jun, Yang, Qiuhong, Zhen, Jungang, Zhou, Haidong, Chen, Junping, Chen, Zhang, Li, Xiaoyu, Meng, Bo, Ye, Haiwang, Zhang, Xiaoyan, Bi, Yanbing, Cao, Jianqiao, Guo, Fengying, Lin, Hong, Liu, Yang, Lv, Meng, Shi, Pengcai, Song, Xiumei, Sun, Chuanyu, Sun, Yongtao, Wang, Yuelan, Wang, Shenhui, Zhang, Min, Chen, Rong, Hou, Jiabao, Leng, Yan, Meng, Qing-tao, Qian, Li, Shen, Zi-ying, Xia, Zhong-yuan, Xue, Rui, Zhang, Yuan, Zhao, Bo, Zhou, Xian-jin, Chen, Qiang, Guo, Huinan, Guo, Yongqing, Qi, Yuehong, Wang, Zhi, Wei, Jianfeng, Zhang, Weiwei, Zheng, Lina, Bao, Qi, Chen, Yaqiu, Chen, 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Shenhui, Li, Qianjun, Liang, Dongdong, Luo, Shan, Lwang, Lulu, Mo, Yunchang, Pan, Yuanyuan, Qi, Xinyu, Qian, Meizi, Qin, Jinling, Ren, Yelong, Shi, Yiyi, Wang, Junlu, Wang, Junkai, Wang, Leilei, Xie, Junjie, Yan, Yixiu, Yao, Yurui, Zhang, Mingxiao, Zhao, Jiashi, Zhuang, Xiuxiu, Ai, Yanqiu, Du, Fang, He, Long, Huang, Ledan, Li, Zhisong, Li, Huijuan, Li, Yetong, Li, Liwei, Meng, Su, Yuan, Yazhuo, Zhang, Enman, Zhang, Jie, Zhao, Shuna, Ji, Zhenrong, Pei, Ling, Wang, Li, Chen, Chen, Dong, Beibei, Li, Jing, Miao, Ziqiang, Mu, Hongying, Qin, Chao, Su, Lin, Wen, Zhiting, Xie, Keliang, Yu, Yonghao, Yuan, Fang, Hu, Xianwen, Zhang, Ye, Xiao, Wangpin, Zhu, Zhipeng, Dai, Qingqing, Fu, Kaiwen, Hu, Rong, Hu, Xiaolan, Huang, Song, Li, Yaqi, Liang, Yingping, Yu, Shuchun, Guo, Zheng, Jing, Yan, Tang, Na, Wu, Jie, Yuan, Dajiang, Zhang, Ruilin, Zhao, Xiaoying, Li, Yuhong, Bai, Hui-Ping, Liu, Chun-Xiao, Liu, Fei-Fei, Ren, Wei, Wang, Xiu-Li, Xu, Guan-Jie, Hu, Na, Li, Bo, Ou, Yangwen, Tang, Yongzhong, Yao, Shanglong, Zhang, Shihai, Kong, Cui-Cui, Liu, Bei, Wang, Tianlong, Xiao, Wei, Lu, Bo, Xia, Yanfei, Zhou, Jiali, Cai, Fang, Chen, Pushan, Hu, Shuangfei, Wang, Hongfa, Wu, Jie, Xu, Qiong, Hu, Liu, Jing, Liang, Li, Jing, Li, Bin, Liu, Qiang, Liu, Yuejiang, Lu, Xinjian, Peng, Zhen Dan, Qiu, Xiaodong, Ren, Quan, Tong, Youliang, Wang, Zhen, Wang, Jin, Wen, Yazhou, Wu, Qiong, Xia, Jiangyan, Xie, Jue, Xiong, Xiapei, Xu, Shixia, Yang, Tianqin, Ye, Hui, Yin, Ning, Yuan, Jing, Zeng, Qiuting, Zhang, Baoling, Zheng, Kang, Cang, Jing, Chen, Shiyu, Du, Fang, Fan, Yu, Fu, Shuying, Ge, Xiaodong, Guo, Baolei, Huang, Wenhui, Jiang, Linghui, Jiang, Xinmei, Jin, Lin, Liu, Yi, Pan, Yan, Ren, Yun, Shan, Qi, Wang, Jiaxing, Wang, Fei, Wu, Chi, Zhang, Xiaoguang, Christiansen, Ida Cecilie, Granum, Simon Nørgaard, Rasmussen, Bodil Steen, Daugaard, Morten, Gambhir, Rajiv, Steingrímsdóttir, Guðný Erla, Jensen-Gadegaard, Peter, Olsen, Karsten Skovgaard, Siegel, Hanna, Zwicky Eskildsen, Katrine, Gätke, Mona Ring, Wibrandt, Ida, Heintzelmann, Simon Bisgaard, Lange, Kai Henrik Wiborg, Lundsgaard, Rune Sarauw, Amstrup-Hansen, Louise, Hovendal, Claus, Larsen, Michael, Lenstrup, Mette, Kobborg, Tina, Larsen, Jens Rolighed, Pedersen, Anette Barbre, Larsen, Jens Rolighed, Smith, Søren Hübertz, Oestervig, Rebecca Monett, Rasmussen, Lars, Afshari, Arash, Andersen, Cheme, Ekelund, Kim, Secher, Erik Lilja, Brandsborg, Birgitte, Beloeil, Helene, Lasocki, Sigismond, Venara, Aurélien, Biais, Matthieu, Ouattara, Alexandre, Sineus, Marlene, Molliex, Serge, Legouge, Marie Lim, Wallet, Florent, Tesniere, Antoine, Gaudin, Christophe, Lehur, Paul, Forsans, Emma, de Rudnicki, Stéphane, Serra Maudet, Valerie, Mutter, Didier, Sojod, Ghassan, Ouaissi, Mehdi, Regimbeau, Jean-Marc, Futier, Emmanuel, Desbordes, Jacques, Comptaer, Nicolas, elManser, Diae, Ethgen, Sabine, Lebuffe, Gilles, Auer, Patrick, Härtl, Christine, Deja, Maria, Legashov, Kirill, Sonnemann, Susanne, Wiegand-Loehnert, Carola, Falk, Elke, Habicher, 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Konstantinos, Tsaousi, Georgia, Daikou, Panagoula, Dedemadi, Georgia, Kalaitzopoulos, Ioannis, Loumpias, Christos, Bristogiannis, Sotirios, Dafnios, Nikolaos, Gkiokas, Georgios, Kontis, Elissaios, Kozompoli, Dimitra, Papailia, Aspasia, Theodosopoulos, Theodosios, Bizios, Christol, Koutsikou, Anastasia, Moustaka, Aleaxandra, Plaitakis, Ioannis, Armaganidis, Apostolos, Christodoulopoulou, Theodora, Lignos, Mihail, Theodorakopoulou, Maria, Asimakos, Andreas, Ischaki, Eleni, Tsagkaraki, Angeliki, Zakynthinos, Spyros, Antoniadou, Eleni, Koutelidakis, Ioannis, Lathyris, Dimitrios, Pozidou, Irene, Voloudakis, Nikolaos, Dalamagka, Maria, Gkonezou, Elena, Chronis, Christos, Manolakaki, Dimitra, Mosxogiannidis, Dimitris, Slepova, Tatiana, Tsakiridou, Isaia–sissy, Lampiri, Claire Lampiri, Vachlioti, Anastasia Vachlioti, Panagiotakis, Christos Panagiotakis, Sfyras, Dimitrios Sfyras, Tsimpoukas, FotiosTsimpoukas, Tsirogianni, Athanasia, Axioti, Elena, Filippopoulos, Andreas, Kalliafa, Elli, 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Lam, Tracy, Chu, Susanna, Lai, Man Ling, Lam, Wing Yan, Wong, Kin Wai Kevin, Kwok, Dilys, Hung, Ching Yue Janice, Chan, Wai Kit Jacky, LamWong, Wing, Chung, Chun Kwong Eric, Lai, Man Ling, Ma, ShuKai, Kaushik, Shuchi, Shah, Bhagyesh, Shah, Dhiren, Shah, Sanjay, Ar, Praburaj, Muthuchellappan, Radhakrishnan, Agarwal, Vandana, Divatia, Jigeeshu, Kulkarni, Atul, Mishra, Sanghamitra, Nimje, Ganesh, Pande, Swati, Savarkar, Sukhada, Shrivastava, Aditi, Thomas, Martin, Yegnaram, Shashikant, Hidayatullah, Rahmat, Chandra, Susilo, Tantri, Aida, Puar, Nasman, Niman, Sumara, Indra, Imai, Hamzah, Zulkarnain, Yuliana, Annika, Abidin, Ucu Nurhadiat, Dursin, Ade Nurkacan, Kurnia, Andri, Susanti, Ade, Handayani, Dini, Aribawa, Mahaalit Alit, Arya, Aryabiantara, Senapathi, Tjokorda Gde Agung, Utara, Utara Hartawan, Wid, Widnyana Made, Wima, Semarawima, Wir, Wiryana Made, Jehosua, Brillyan, Kaunang, Jonathan, Lantang, Eka Yudha, Najoan, Rini, Waworuntu, Neil, Awad, Hadi, Fuad, Akram, Geddoa, Emad, 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2017
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16. Age of the magma chamber and its physicochemical state under Elbrus Greater Caucasus, Russia using zircon petrochronology and modeling insights

Author

Bindeman, Ilya N., Melnik, Oleg E., Guillong, Marcel, Utkin, Ivan, Wotzlaw, Jörn-Frederik, Schmitt, Axel K., and Stern, Richard A.

Abstract

Mount Elbrus, Europe's tallest and largely glaciated volcano, is made of silicic lavas and is known for Holocene eruptions, but the size and state of its magma chamber remain poorly constrained. We report high spatial resolution U–Th–Pb zircon ages, co-registered with oxygen and hafnium isotopic values, span ~ 0.6 Ma in each lava, documenting magmatic initiation that forms the current edifice. The best-fit thermochemical modeling constrains magmatic fluxes at 1.2 km3/1000 year by hot (900 °C), initially zircon-undersaturated dacite into a vertically extensive magma body since ~ 0.6 Ma, whereas a volcanic episode with eruptible magma only extends over the past 0.2 Ma, matching the age of oldest lavas. Simulations explain the total magma volume of ~ 180 km3, temporally oscillating δ18O and εHf values, and a wide range of zircon age distributions in each sample. These data provide insights into the current state (~ 200 km3 of melt in a vertically extensive system) and the potential for future activity of Elbrus calling for much-needed seismic imaging. Similar zircon records worldwide require continuous intrusive activity by magmatic accretion of silicic magmas generated at depths, and that zircon ages do not reflect eruption ages but predate them by ~ 103 to 105 years reflecting protracted dissolution–crystallization histories., Scientific Reports, 13 (1), ISSN:2045-2322

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2023
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17. International Nosocomial Infection Control Consortiu (INICC) report, data summary of 43 countries for 2007-2012. Device-associated module

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Maurizi, Diego Marcelo, Montanini, Adriana, Spadaro, Maria Laura, Marcos, Lorenzo Santiago, Botta, Priscila, Jerez, Florencia Maria, Chavez, Maria Constanza, Ramasco, Lucia, Colqui, Maria Isabel, Olivieri, Maria Silvia, Rearte, Ana Silvia, Correa, Gladys Edith, Juarez, Paola Deolinda, Gallardo, Paola Fabiana, Brito, Miriam Patricia, Mendez, Gabriel Horacio, Valdez, Julia Rosa, Cardena, Lorena Paola, Harystoy, Jose Maria, Chaparro, Gustavo Jorge, Rodriguez, Claudia Gabriela, Toomey, Rodolfo, Caridi, Maria, Viegas, Monica, Bernan, Marisa Liliana, Romani, Adriana, Dominguez, Claudia Beatriz, Davalos, Luis Kushner, Richtmann, Rosana, Silva, Camila Almeida, Rodrigues, Tatiane T., Filho, Amaury Mielle, Seerig Palme, Ernandi Dagoberto, Besen, Aline, Lazzarini, Caroline, Cardoso, Caroline Batista, Azevedo, Francisco Kennedy, Pinheiro, Ana Paula Fontes, Camacho, Aparecida, De Carvalho, Braulio Matias, De Assis, Maria Jose Monteiro, Carneiro, Ana Paula Vasconcelos, Canuto, Maria Lilian Maciel, Pinto Coelho, Keyla Harten, Moreira, Tamiris, Oliveira, Agamenon Alves, Sousa Colares, Marcela Maria, De Paula Bessa, Marcia Maria, Gomes Bandeira, Tereza De Jesus Pinheiro, De Moraes, Renata Amaral, Campos, Danilo Amâncio, De Barros Araújo, Tânia Mara Lima, Freitas Tenório, Maria Tereza, Amorim, Simone, Amaral, Manuela, Da Luz Lima, Julianne, Pino Da Silva Neta, Lindalva, Batista, Caphiane, De Lima Silva, Fabio Jorge, Ferreira De Souza, Maria C., Arruda Guimaraes, Katia, Marcia Maluf Lopes, Julia, Nogueira Napoles, Karina M., Neto Avelar, Lorena Luiza Silva, Vieira, Lilian Aguiar, Gustavo De Oliveira Cardo, Luis, Takeda, Christianne F.V., Ponte, Glaydson A., Eduardo Aguiar Leitão, Fco, De Souza Kuchenbecker, Ricardo, Pires Dos Santos, Rodrigo, Maria Onzi Siliprandi, Erci, Fernando Baqueiro Freitas, Luiz, Martins, Ianick Souto, Casi, Daiane, Maretti Da Silva, Maria Angela, Blecher, Sergio, Villins, Margarete, Salomao, Reinaldo, Oliveira Castro, Solange Regina, Da Silva Escudero, Daniela V., Andrade Oliveira Reis, Mariana, Mendonca, Marcelo, Furlan, Valter, Claudio do Amaral Baruzzi, Antonio, Sanchez, Tarquino Eristidesg, Moreira, Marina, Vasconcelos de Freitas, Wania, Passos de Souza, Leonardo, Velinova, Velmira Angelova, Hadjieva, Nassya, Petrov, Michael M., Karadimov, Dimitar Georgiev, Kostadinov, Emil D., Dicheva, Violeta Jivkova, Wang, Chaohua, Guo, Xiuqin, Geng, Xihua, Wang, Shufang, Zhang, Jinzhi, Zhu, Ling, Zhuo, Shufang, Guo, Chunli, Lili, Tao, Ruisheng, Li, Kun, Liu, Yang, Xuesong, Yimin, Li, Pu, Mao, Changan, Li, Shumei, Yiang, Kangxiong, Wu, Meiyi, Lin, Ye, Guxiang, Ziqin, Xu, Yao, Suo, Liqiang, Song, Marino Cañas Giraldo, Luis, Margarita Trujillo Ramirez, Elsa, Rios, Paola Andrea, Carlos Torres Millan, Juan, Giovanny Chapeta Parada, Edwin, Eduardo Mindiola Rochel, Andres, Corchuelo Martinez, Andres H., Marãa Perez Fernandez, Ana, Guzman, Nayide Barahona, Guzman, Alfredo Lagares, Ferrer, Marena Rodriguez, Vega, Yazmin Leon, Munoz, Heidi Johanna, Moreno, Germán Camacho, Romero Torres, Sandra Liliana, Hernandez, Herlidia Taboada, Valderrama MarquezClaudia Linares, Ismael A., Valencia, Monica Espinosa, Corrales, Lusayda Sanchez, Bonilla, Sandra Milena, Ivan Marin Uribe, Jorge, Gomez, David Yepes, Martinez, Javier Ospina, Dary Burgos Florez, Luz, Osorio, Johanna, Santofimio, Dagoberto, Cortes, Lorena Matta, Villamil-Gomez, Wilmer, Gutierrez, Gabriel Munoz, Ruiz, Adela Arguello, Fuentes, Carlos Gonzalez, Chinchilla, Antonio Solano, Hernandez, Ivar Calvo, Ugalde, Olber Chavarria, Garcell, Humberto Guanche, Perez, Clara Morales, Bardak, Selin, Ozkan, Sumru, Mejia, Nepomuceno, Puello Guerrero Glenny Mirabal, Adrian M., Delgado, Margarita, Severino, Ramona, Lacerda, Eliesel, Tolari, Gilda, Bovera, María Marcela, Pinto, Diego Barahona, González, Pedro Fernández, Santacruz, Gasdali, Alquinga, Nelly, Zaruma, Celso, Remache, Nelson, Morocho, Diego, Arboleda, Mario, Zapata, Mario Cadena, Garcia, Maria Fernanda, Picoita, Fabricio, Velez, Jorge, Valle, Marcia, Yepez, Estuardo Salgado, Tutillo, Diego Morocho, Mora, Ricardo Arteaga, Padilla, Andrea Peña, Chango, Mayra, Cabezas, Karina, Tenorio López, Shirley, Lucía Bonilla Escudero, Ana, Sánchez, Gladys Tatiana, Alberto Gonzalez Flores, Hugo, Ghazi, Islam Abdullorziz, Hassan, Mohamed, Ismail, Ghada A., Hamed, Reham, Abdel-Halim, Mona Mohiedden, El-Fattah, May Abd, Abdel-Aziz, Doaa, Seliem, Zeinab Salah, Elsherif, Rasha Hamed, Dewdar, Reham Ali, Mohmed, Abeer Ahmed, Abdel-Fatteh Ahmed, Lamiaa, De Jesus Machuca, Lilian, Bran De Casares, Concepcion, Kithreotis, Prokopis, Daganou, Maria, Veldekis, Dimitrios, Kartsonaki, Maria, Gikas, Achilleas, Luque Torres, Marco Tulio, Padgett, Denis, Rivera, Doris Maribel, Jaggi, Namita, Rodrigues, Camilla, Shah, Bhagyesh, Parikh, Keyur, Patel, Jigar, Thakkar, Riya, Chakravarthy, Murali, Gokul, B.N., Sukanya, R., Pushparaj, Leema, Vini, Thejas, Rangaswamy, Sukanya, Patnaik, Saroj Kumar, Venkateshwar, Vempati, John, Biju, Dalal, Shamsher, Sahu, Suneeta, Sahu, Samir, Ray, Banambar, Misra, Sudhiranjan, Mohanty, Nisith, Mishra, Biraj Mohan, Sahoo, Prafulla, Parmar, Naresh, Mishra, Sanghamitra, Pati, Basanta Kumar, Singh, Santosh, Pati, Bhabani Shankar, Panda, Aparajita, Banergee, Swarna, Padhihari, Dipankar, Samal, Soumya, Varma, Karthikeya, Suresh Kumar, Velu Pandi, Gopalakrishnan, Ram, Ramakrishnan, Nagarajan, Abraham, Babu Kuruvilla, Rajagopal, Senthilkumar, Venkatraman, Ramesh, Mani, Ashwin Kumar, Devaprasad, Dedeepiya, Ranganathan, Lakshmi, Francis, Thara, Cherain, Kotturathu Mammen, Ramachandran, Bala, Krupanandan, Ravikumar, Muralidharan, S., Karpagam, Murali, Padmini, Baby, Saranya, S., Kumar, Siva, Pandya, Nirav, Kakkar, Rajesh, Zompa, Tenzin, Saini, Narinder, Samavedam, Srinivas, Jagathkar, Ganshyam, Nirkhiwale, Suhas, Gehlot, G.S., Bhattacharya, Shefali, Sood, Sanjeev, Singh, Suman, Singh, Sanjeev, Todi, Subhash Kumar, Bhattacharyya, Mahuya, Bhakta, Arpita, Basu, Susmita, Agarwal, Anuradha, Agarwal, Manoj, Kharbanda, Mohit, Sengupta, Sankar, Karmakar, Anirban, Gupta, Debkishore, Sarkar, Ajoy Krishna, Dey, Rimita, Bhattacharya, Chandramouli, Chandy, Mammen, Ramanan, V.R., Mahajan, Aseem, Roy, Manas, Bhattacharya, Sanjay, Sinha, Saswati, Roy, Indranil, Gupta, Umesh, Mukherjee, Sujoy, Bej, Mrinmoy, Mukherjee, Purnima, Baidya, Sumana, Azim, Afzal, Sakle, Asmita Sagar, Sorabjee, Jehangir Soli, Potdar, Mrunalini Subhash, Subhedar, Vaibhavi R., Udwadia, F.E., Francis, Hena, Dwivedy, Arpita, Binu, Sheena, Shetty, Suvin, Nair, Pravin Kumar, Khanna, Devendra K., Chacko, Felcy, Blessymole, Seelas, Mehta, Preeti Rajeev, Singhal, Tanu, Shah, Sweta, Kothari, Vatsal, Naik, Reshma, Patel, Mayur Harshadrai, Aggarwal, Deepesh Gokulchand, Jawadwala, Burhanuddin Qutbuddin, Pawar, Niketa Kaul, Kardekar, Shoeb Nizamuddin, Manked, Abizer Nuruddin, Myatra, S.N., Divatia, J.V., Kelkar, R., Biswas, S.K., Raut, V., Sampat, S., Thool, Alka, Karlekar, Anil, Nandwani, Sumi, Gupta, Sudhir, Singhal, Sanjay, Gupta, Madhu, Mathur, Purva, Kumar, Subodh, Sandhu, Kavita, Dasgupta, Arnab, Raha, Abhijeet, Raman, Padmalatha, Wadhera, Ashoo, Badyal, Binesh, Juneja, Sarika, Mishra, Bikas, Sharma, Sunil, Mehrotra, Megha, Shelgaonkar, Jayant, Padbidri, Vikram, Dhawale, Rohini, Sibin, Sheena Mary, Mane, Dileep, Sale, Hanamant Kashinath, Mukhit Abdul Gaffar Kazi, Mohammad, Chabukswar, Supriya, Mathew, Anju, Gaikwad, Dipti, Harshe, Amol, Nadimpalli, Gita, Bhamare, Sunil, Thorat, Soniya, Sarda, Omnarayan, Nadimpalli, Pattabhiramarao, Mendonca, Angelina, Malik, Sujata, Kamble, Asmita, Kumari, Nilakshi, Arora, Sohini, Munshi, Nita, Divekar, Deepa Ganesh, Kavathekar, Maithili Satish, Kulkarni, Anuja Kedar, Suryawanshi, Madhupriya Vijay, Bommala, Madhavi Latha, Bilolikar, Anil, Joshi, Kashmira Limaye, Pamnani, Charulata, Wasan, Harvinder, Khamkar, Sonali, Steephen, Leena, Rajalakshmi, Arjun, Thair, Anzar, Mubarak, Aisha, Sathish, Swathy, Kumar, Suresh, Sunil, H., Sujith, Sujith, Dinesh, Sen, Nagamani, Shinde, Nitin, Alebouyeh, Masoud, Jahani-Sherafat, Somayeh, Zali, Mohammad Reza, Sarbazi, Mohammad Reza, Mansouri, Nahid, Tajeddin, Elahe, Razaghi, Maryam, Seyedjavadi, Simasadat, Rashidan, Marjan, Masjedi, Mansoor, Maghsudi, Behzad, Sabetian, Golnar, Sanaei, Anahita, Yousefipour, Atefeh, Assiri, Abdullah Mufareh, Furukawa-Cinquini, Elaine Mari, Alshehri, Areej Dhafer, Giani, Alysia Faye, Demaisip, Nadia Lynette, Cortez, Elizabeth Laungayan, Cabato, Analen Fabros, Gonzales Celiz, Jerlie Mae, Al-Zaydani Asiri, Ibrahim A.M., Mohammed, Yassir Khidir, Abdullah Al Raey, Mohammed, Omer Abdul Aziz, Ali, Ali Al Darani, Saeed, Aziz, Misbah Rehman, Basri, Roaa Hasan, Al-Awadi, Duaa Khalil, Bukhari, Syed Zahid, Aromin, Rosita Gasmin, Ubalde, Evangelina Balon, Molano, Apsia Musa, Abdullah Al Enizy, Hessa, Baldonado, Celia Flores, Al Adwani, Fatima Mohammad, Marie Casuyon Pahilanga, Arlu, Tan, Avigail M., Joseph, Sonia, Nair, Deepa Sasidharan, Al-Abdullah, Nabeela Abdullah, Sindayen, Grace, Malificio, Annalyn Amor, Mohammed, Diaa Abdullah, Mesfer Al Ghamdi, Hanan, Silo, Ameurfina Curioso, Valisto, Marianina Brenda V., Foteinakis, Nektarios, Ghazal, Sameeh Salem, Joseph, Mercy V., Hakawi, Ahmed, Hasani, Antigona, Jusufi, Ismet, Spahija, Gazmend, Baftiu, Nehat, Gecaj-Gashi, Agreta, Aly, Nasser Yehia, El-Dossoky Noweir, Mohammad, Varghese, Suga Thomas, Ramapurath, Ruby Jose, Mohamed, Amna Mostafa, George, Sneha Mary, Kurian, Anu, Sayed, Amani Fouad, Salama, Mona Foda, Omar, Abeer Aly, Rebello, Flavie Maria, Narciso, Dennis Malungcot, Zahreddine, Nada Kara, Kanafani, Zeina, Kardas, Tala, Molaeb, Bassel, Jurdi, Lamia, Al Souheil, Anwar, Ftouni, Mohamad, Ayash, Hasan, Mahfouz, Tahsine, Kondratas, Tomas, Grinkeviciute, Dovile, Kevalas, Rimantas, Gailiene, Greta, Dagys, Algirdas, Petrovska, Milena, Popovska, Katja, Bogoevska-Miteva, Zaneta, Jankovska, Katerina, Guroska, Snezana Tufekcievska, Anguseva, Tanja, Wan Yusoff, Wan Nurbayah, Shiham Zainal Abidin, Anis, Gan, Chin Seng, Zainol, Hasimah, Rai, Vineya, Kwong, Wong Kang, Hasan, Mohd Shahnaz, Sri La Sri Ponnampala, Sasheela, Veerakumaran, Jeyaganesh, Assadian, Ojan, Phuong, Doan Mai, Binh, Nguyen Gia, Kaur, Kerinjeet, Lim, Joelene, Tan, Lian-Huat, Manikavasagam, Jegathesan, Cheong, Yuet-Meng, Magaña, Hilario Coronado, Cesar Mijangos Méndez, Julio, Jiménez, Federico Corona, Esparza-Ahumada, Sergio, Morfin-Otero, Rayo, Rodriguez-Noriega, Eduardo, Gutierrez-Martinez, Susana, Perez-Gomez, Hector Raul, León-Garnica, Gerardo, Mendoza-Mujica, Christian, Cecilia Culebro Burguet, Martha, Portillo-Gallo, Jorge Horacio, Almazán, Fernando Aguilera, Miramontes, Gaspar Iglesias, Olivas, Maria del Rosario Vázquez, Aguilar Angel, Lucio Alberto, Vargas, Marisol Sanchez, Orlando Flores Alvarado, Angel, Carlos Mares Morales, Roberto, Carlos Fernandez Alvarez, Luis, Armando Rincon Leon, Hector, Navarro Fuentes, Karla Reyna, Mariela Perez Hernandez, Yuri, Falcon, Gabriela Martinez, Vargas, Angel Gonzalez, Trujillo Juarez, Marco A., Mulia, Antonio Martinez, Alma Ulloa Camacho, Paulina, Martinez-Marroquin, Martha Y., Garcia, Marco Montell, Martinez, Araceli Martinez, Sanchez, Elena Leon, Flores, Guadalupe Gomez, Martínez, Marisela del Rocío González, Alfonso Galindo Olmeda, Jesús, Olivarez, Georgina, Rodriguez, Enrique Barbachano, Magdalena Gutierrez Castillo, María, Guadalupe Villa González, María, Beatriz Sauceda Castañeda, Isaura, Rodriguez, Jaime Martínez, Baatar, Otgon, Batkhuu, Byambadorj, Meryem, Kabiri, Amina, Barkat, Abouqal, Rédouane, Zeggwagh, Amine Ali, Dendane, Tarek, Abidi, Khalid, Madani, Naoufel, Mahmood, Syed Faisal, Memon, Badaruddin A., Bhutto, Gul Hassan, Paul, Nadeem, Parveen, Azra, Raza, Aun, Mahboob, Amjad, Nizamuddin, Summiya, Sultan, Faisal, Nazeer, Hammad, Khan, Ashraf Ali, Hafeez, Arifa, Lara, Lydia, Mapp, Trudell, Alvarez, Balkys, Rojas-Bonilla, Magda Ivonne, Castano, Elizabeth, De Moros, Daisy A., Atarama, Roberto Espinoza, Calisto Pazos, Maria Elena, Paucar, Alfredo, Ramos, Marlene Tasayco, Jurado, Jenny, Moreno, Dafne, Cruz Saldarriaga, Marãa E., Ramirez, Eliza, La Hoz Vergara, Carlos Enrique, Enrique Prudencio Leon, Walter, Isidro Castillo Bravo, Luis, Fernanda Aibar Yaranga, Katya, Pichilingue Chagray, Janet E., Marquez Mondalgo, Vanessa A., Zegarra, Socorro Torres, Astete, Nazario Silva, Guevara, Francisco Campos, Pastrana, Javier Soto, Linares Calderon, Carlos F., Jesus Mayorga Espichan, Manuel, Martin Santivanez Monge, Luis, Changano Rodriguez, Maria V., Rosa Diaz Tavera, Zoila, Martin Ramirez Wong, Fernando, Chavez, Selene Manga, Atencio-Espinoza, Teodora, Villanueva, Victoria D., Blanco-Abuy, Maria Teresa, Tamayo, Arnefelina S., Bergosa, Lailane D., Llames, Cristina Mari Jean P., Trajano, Marilou F., Bunsay, Suzette A., Amor, Jessica C., Berba, Regina, Sg Buenaflor, Maria Carmen, Labro, Ever, Mendoza, Myrna T., Javellana, Ofelia P., Salvio, Lilibeth G., Rayco, Rhoda Gay, Bermudez, Vanessa, Kubler, Andrzej, Zielinska, Marzena, Kosmider-Zurawska, Magdalena, Barteczko-Grajek, Barbara, Szewczyk, Ewa, Dragan, Barbara, Mikaszewska-Sokolewicz, Malgorzata Anna, Lazowski, Tomasz, Cancel, Elsie, Licker, Monica Sorina, Dragomirescu, Liliana Alina, Dumitrascu, Victor, Sandesc, Dorel, Bedreag, Ovidiu, Papurica, Marius, Muntean, Delia, Kotkov, Igor, Kretov, Vladimir, Shalapuda, Vladimir, Molkov, Alexander, Puzanov, Sergey, Utkin, Ivan, Tchekulaev, Alexander, Tulupova, Valentina, Nikolic, Ljubica, Ristic, Goran, Eremija, Jelena, Kojovic, Jelena, Lekic, Dragana, Vasiljevic, Sladjana, Lesnakova, Anna, Marcekova, Alzbeta, Furova, Katarina, Gamar Elanbya, May Osman, Ali, Malik Abdo, Kadankunnel, Shobhana Kumari, Somabutr, Suwara, Pimathai, Rungratchanee, Wanitanukool, Suthinee, Luxsuwong, Montri, Supa, Namphon, Prasan, Pornpheth, Thamlikitkul, Visanu, Jamulitrat, Silom, Suwalak, Nonglak, Phainuphong, Parichart, Asma, Bouziri, Aida, Borgi, Sarra, Bel Hadj, Ammar, Khaldi, Ertem, Gunay Tuncer, Bulut, Cemal, Hatipoglu, Cigdem Ataman, Erdinc, Fatma Sebnem, Demiroz, Ali Pekcan, Ozcelik, Menekse, Meco, Basak Ceyda, Oral, Mehmet, Unal, Necmettin, Guclu, Cigdem Yildirim, Kendirli, Tanıl, İnce, Erdal, Çiftçi, Ergin, Yaman, Ayhan, Ödek, Çağlar, Karbuz, Adem, Kocabaş, Bilge Aldemir, Altın, Nilgün, Cesur, Salih, Atasay, Begum, Erdeve, Omer, Akduman, Hasan, Kahvecioglu, Dilek, Cakir, Ufuk, Yildiz, Duran, Kilic, Atila, Arsan, Saadet, Arman, Dilek, Unal, Serhat, Gelebek, Yasemin, Zengin, Humeyra, Sen, Suha, Cabadak, Hatice, Erbay, Ayse, Yalcin, Ata Nevzat, Turhan, Ozge, Cengiz, Melike, Dursun, Oguz, Gunasan, Perihan, Kaya, Sehnaz, Ramazanoglu, Atilla, Ustun, Cemal, Yasayacak, Aliye, Akdeniz, Hayrettin, Sirmatel, Fatma, Otkun, Ali Metin, Sacar, Suzan, Sener, Alper, Turgut, Huseyn, Sungurtekin, Hulya, Ugurcan, Dogaç, Necan, Ceyda, Yilmaz, Cansu, Ozdemir, Davut, Geyik, Mehmet Faruk, Ince, Nevin, Danis, Ayse, Erdogan, Selvi Yener, Erben, Nurettin, Usluer, Gaye, Ozgunes, Ilhan, Uzun, Cengiz, Oncul, Oral, Gorenek, Levent, Erdem, Hakan, Baylan, Orhan, Ozgultekin, Asu, Inan, Asuman, Bolukcu, Sibel, Senol, Gunes, Ozdemir, Halil, Gokmen, Zeynel, Ozdemir, Sonay Incesoy, Kaya, Ali, Ersoz, Gulden, Kuyucu, Necdet, Karacorlu, Sevim, Kaya, Zeynep, Guclu, Ertugrul, Kaya, Gulsume, Karabay, Oguz, Esen, Saban, Aygun, Canan, Ulger, Fatma, Dilek, Ahmet, Yilmaz, Hava, Sunbul, Mustafa, Engin, Aynur, Bakir, Mehmet, Elaldi, Nazif, Koksal, Iftihar, Yildizdas, Dincer, Horoz, Ozden Ozgur, Willke, Ayşe, Koç, Meliha Meriç, Azak, Emel, Elahi, Naheed, Annamma, Philip, El Houfi, Ashraf, Pirez Garcia, Maria Catalina, Vidal, Hector, Perez, Fernando, Empaire, Gabriel D., Ruiz, Yvis, Hernandez, Dulce, Aponte, Dayana, Salinas, Evelyn, Diaz, Claudia, Guzmán Siritt, María Eugenia, Gil De Añez, Zenaida Durán, Bravo, Luis Montes, Orozco, Nelva, Mejías, Eugenia, Hung, Nguyen Viet, Anh, Nguyen Quoc, Chau, Ngo Quy, Thu, Truong Anh, Thi Diem Tuyet, Le, Thi Van Trang, Dang, Hong Thoa, Vo Thi, Tien, Nguyen Phuc, Anh Thu, Le Thi, Hang, Phan Thi, My Hanh, Tran Thi, Thuy Hang, Tran Thi, Phuong Anh, Dinh Pham, Rosenthal, Víctor Daniel, Maki, Dennis George, Mehta, Yatin, Leblebicioglu, Hakan, Memish, Ziad Ahmed, Al-Mousa, Haifaa Hassan, Balkhy, Hanan, Hu, Bijie, Alvarez-Moreno, Carlos, Medeiros, Eduardo Alexandrino, Apisarnthanarak, Anucha, Raka, Lul, Cuellar, Luis E., Ahmed, Altaf, Navoa-Ng, Josephine Anne, El-Kholy, Amani Ali, Kanj, Souha Sami, Bat-Erdene, Ider, Duszynska, Wieslawa, Van Truong, Nguyen, Pazmino, Leonardo N., See-Lum, Lucy Chai, Fernández-Hidalgo, Rosalia, Di-Silvestre, Gabriela, Zand, Farid, Hlinkova, Sona, Belskiy, Vladislav, Al-Rahma, Hussain, Luque-Torres, Marco Tulio, Bayraktar, Nesil, Mitrev, Zan, Gurskis, Vaidotas, Fisher, Dale, Abu-Khader, Ilham Bulos, Berechid, Kamal, Rodríguez-Sánchez, Arnaldo, Horhat, Florin George, Requejo-Pino, Osiel, Ben-Jaballah, Nejla, García-Mayorca, Elías, Kushner-Dávalos, Luis, Pasic, Srdjan, Pedrozo-Ortiz, Luis E., Apostolopoulou, Eleni, Mejía, Nepomuceno, Gamar-Elanbya, May Osman, Jayatilleke, Kushlani, de Lourdes-Dueñas, Miriam, and Aguirre-Avalos, Guadalupe

Published
2014
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18. Assessing the robustness and scalability of the accelerated pseudo-transient method

Author

Räss, Ludovic, Utkin, Ivan, Duretz, Thibault, Omlin, Samuel, Podladchikov, Yuri Y., Laboratory of Hydraulics, Hydrology and Glaciology (VAW), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich), Swiss Federal Institute for Forest, Snow and Landscape Research WSL, Lomonosov Moscow State University (MSU), Géosciences Rennes (GR), Université de Rennes (UR)-Institut national des sciences de l'Univers (INSU - CNRS)-Observatoire des Sciences de l'Univers de Rennes (OSUR), Université de Rennes (UR)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rennes 2 (UR2)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Centre National de la Recherche Scientifique (CNRS), Goethe-Universität Frankfurt am Main, Swiss National Supercomputing Centre-SCR department (CSCS), Institute of Earth Sciences, Géopolis, University of Lausanne, CH-1015 Lausanne, Switzerland., Université de Lausanne = University of Lausanne (UNIL), Swiss Geocomputing Centre, Swiss University Conference, Russian Science Foundation (RSF), Swiss National Supercomputing Centre (CSCS) c23, and Swiss Council of Federal Institutes of Technology through the Platform for Advanced Scientific Computing (PASC) program

Subjects
[INFO]Computer Science [cs]
Abstract

The development of highly efficient, robust and scalable numerical algorithms lags behind the rapid increase in massive parallelism of modern hardware. We address this challenge with the accelerated pseudo-transient (PT) iterative method and present a physically motivated derivation. We analytically determine optimal iteration parameters for a variety of basic physical processes and confirm the validity of theoretical predictions with numerical experiments. We provide an efficient numerical implementation of PT solvers on graphical processing units (GPUs) using the Julia language. We achieve a parallel efficiency of more than 96 % on 2197 GPUs in distributed-memory parallelisation weak-scaling benchmarks. The 2197 GPUs allow for unprecedented tera-scale solutions of 3D variable viscosity Stokes flow on 4995(3) grid cells involving over 1.2 trillion degrees of freedom (DoFs). We verify the robustness of the method by handling contrasts up to 9 orders of magnitude in material parameters such as viscosity and arbitrary distribution of viscous inclusions for different flow configurations. Moreover, we show that this method is well suited to tackle strongly nonlinear problems such as shear-banding in a visco-elasto-plastic medium. A GPU-based implementation can outperform direct-iterative solvers based on central processing units (CPUs) in terms of wall time, even at relatively low spatial resolution. We additionally motivate the accessibility of the method by its conciseness, flexibility, physically motivated derivation and ease of implementation. This solution strategy thus has a great potential for future high-performance computing (HPC) applications, and for paving the road to exascale in the geosciences and beyond., Geoscientific Model Development, 15 (14), ISSN:1991-9603, ISSN:1991-959X

Published
2022
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26. How composable software tools in Julia help developing multi-physics codes in geodynamics

Author

Kaus, Boris, primary, Berlie, Nicolas, additional, Churavy, Valentin, additional, Cosarinsky, Matias, additional, Duretz, Thibault, additional, Kiss, Daniel, additional, Kozdon, Jeremy, additional, de Montserrat, Albert, additional, Moser, Lucas, additional, Medinger, Nils, additional, Omlin, Samuel, additional, Räss, Ludovic, additional, Sanan, Patrick, additional, Spang, Arne, additional, Thielmann, Marcel, additional, and Utkin, Ivan, additional

Published
2022
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37. Assessing the robustness and scalability of the accelerated pseudo-transient method towards exascale computing.

Author

Räss, Ludovic, Utkin, Ivan, Duretz, Thibault, Omlin, Samuel, and Podladchikov, Yuri Y.

Subjects
*STOKES flow, *DEGREES of freedom, *GRID cells, *MAGNITUDE (Mathematics), *NONLINEAR equations
Abstract

The development of highly efficient, robust and scalable numerical algorithms lags behind the rapid increase in massive parallelism of modern hardware. We address this challenge with the accelerated pseudo-transient iterative method and present here a physically motivated derivation. We analytically determine optimal iteration parameters for a variety of basic physical processes and confirm the validity of theoretical predictions with numerical experiments. We provide an efficient numerical implementation of pseudo-transient solvers on graphical processing units (GPUs) using the Julia language. We achieve a parallel efficiency over 96 % on 2197 GPUs in distributed memory parallelisation weak scaling benchmarks. 2197 GPUs allow for unprecedented terascale solutions of 3D variable viscosity Stokes flow on 49953 grid cells involving over 1.2 trillion degrees of freedom. We verify the robustness of the method by handling contrasts up to 9 orders of magnitude in material parameters such as viscosity, and arbitrary distribution of viscous inclusions for different flow configurations. Moreover, we show that this method is well suited to tackle strongly nonlinear problems such as shear-banding in a visco-elasto-plastic medium. A GPU-based implementation can outperform CPU-based direct-iterative solvers in terms of wall-time even at relatively low resolution. We additionally motivate the accessibility of the method by its conciseness, flexibility, physically motivated derivation and ease of implementation. This solution strategy has thus a great potential for future high-performance computing applications, and for paving the road to exascale in the geosciences and beyond. [ABSTRACT FROM AUTHOR]

Published
2022
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38. Global patient outcomes after elective surgery: prospective cohort study in 27 low-, middle- and high-income countries The International Surgical Outcomes Study group

Author

Ahmad, T, Bouwman, RA, Grigoras, I, Aldecoa, C, Hofer, C, Hoeft, A, Holt, P, Fleisher, LA, Buhre, W, Pearse, RM, Ferguson, Marissa, MacMahon, Michael, Shulman, Mark, Cherian, Ritchie, Currow, Helen, Kanathiban, Kathirgamanathan, Gillespie, David, Pathmanathan, Edward, Phillips, Katherine, Reynolds, Jenifer, Rowley, Joanne, Douglas, Jeanene, Kerridge, Ross, Garg, Sameer, Bennett, Michael, Jain, Megha, Alcock, David, Terblanche, Nico, Cotter, Rochelle, Leslie, Kate, Stewart, Marcelle, Zingerle, Nicolette, Clyde, Antony, Hambidge, Oliver, Rehak, Adam, Cotterell, Sharon, Huynh, Wilson Binh Quan, McCulloch, Timothy, Ben-Menachem, Erez, Egan, Thomas, Cope, Jennifer, Halliwell, Richard, Fellinger, Paul, Haisjackl, Markus, Haselberger, Simone, Holaubek, Caroline, Lichtenegger, Paul, Scherz, Florian, Schmid, Werner, Hoffer, Franz, Cakova, Veronika, Eichwalder, Andreas, Fischbach, Norbert, Klug, Reinhold, Schneider, Elisabeth, Vesely, Martin, Wickenhauser, Reinhart, Grubmueller, Karl Gernot, Leitgeb, Marion, Lang, Friedrich, Toro, Nancy, Bauer, Marlene, Laengle, Friedrich, Haberl, Claudia, Mayrhofer, Thomas, Trybus, Christoph, Buerkle, Christian, Forstner, Karin, Germann, Reinhard, Rinoesl, Harald, Schindler, Elke, Trampitsch, Ernst, Bogner, Gerhard, Dankl, Daniel, Duenser, Martin, Fritsch, Gerhard, Gradwohl-Matis, Ilse, Hartmann, Andreas, Hoelzenbein, Thomas, Jaeger, Tarkan, Landauer, Franz, Lindl, Gregor, Lux, Michael, Steindl, Johannes, Stundner, Ottokar, Szabo, Christian, Bidgoli, Jawad, Verdoodt, Hans, Forget, Patrice, Kahn, David, Lois, Fernande, Momeni, Mona, Pregardien, Caroline, Pospiech, Audrey, Steyaert, Arnaud, Veevaete, Laurent, De Kegel, Dirk, De Jongh, Karen, Foubert, Luc, Smitz, Carine, Vercauteren, Marcel, Poelaert, Jan, Van Mossevelde, Veerle, Abeloos, Jacques, Bouchez, Stefaan, Coppens, Marc, De Baerdemaeker, Luc, Deblaere, Isabel, De Bruyne, Ann, De Hert, Stefan, Fonck, Kristine, Heyse, Bjorn, Jacobs, Tom, Lapage, Koen, Moerman, Anneliese, Neckebroek, Martine, Parashchanka, Aliaksandra, Roels, Nathalie, Van Den Eynde, Nancy, Vandenheuvel, Michaël, van Limmen, Jurgen, Vanluchene, Ann, Vanpeteghem, Caroline, Wouters, Patrick, WYFFELS, PIET, Huygens, Christel, Vandenbempt, Punitha, Van de Velde, Marc, Dylst, Dimitri, Janssen, Bruno, Schreurs, Evelien, Aleixo, Fabia Berganton, Candido, Keulle, Batista, Hugo Dias, Guimaraes, Mario, Guizeline, Jaqueline, Hoffmann, Joao, Lobo, Suzana, Marques Lobo, Francisco Ricardo, Nascimento, Vinicius, Nishiyama, Katia, Pazetto, Lucas, Souza, Daniela, Rodrigues, Rodrigo Souza, Vilela dos Santos, Ana Maria, Jardim, Jaquelline, Sa Malbouisson, Luiz Marcelo, Silva, Joao, do Nascimento Junior, Paulo, Baio, Thalissa Herminia, Pereira de Castro, Gabriel Isaac, Watanabe Oliveira, Henri Roger, Amendola, Cristina Prata, Cardoso, Gutemberg, Ortega, Daniela, Brotto, Ana Flavia, De Oliveira, Mirella Cristine, Rea-Neto, Alvaro, Dias, Fernando, Travi, Maria Eduarda, Zerman, Luiza, Azambuja, Pedro, Knibel, Marcos Freitas, Martins, Antonio, Almeida, William, Neder Neto, Calim, Tardelli, Maria Angela, Caser, Eliana, Machado, Marcio, Aguzzoli, Crisitiano, Baldisserotto, Sergio, Tabajara, Fernanda Beck, Bettega, Fernanda, Rodrigues Junior, La Hore Correa, de Gasperi, Julia, Faina, Lais, Nolasco, Marcos Farias, da Costa Fischer, Bruna Ferreira, de Campos Ferreira, Mariana Fosch, Hartmann, Cristina, Kliemann, Marta, Ribeiro, Gustavo Luis Hubert, Fraga, Julia Merladete, Netto, Thiago Motta, Pozza, Laura Valduga, Wendling, Paulo Rafael, Azevedo, Caroline, Garcia, Juliana, Lopes, Marcel, Maia, Bernardo, Maselli, Paula, Melo, Ralph, Mendes, Weslley, Neves, Matheus, Ney, Jacqueline, Piras, Claudio, Applewhaite, Christopher, Carr, Adrienne, Chow, Lorraine, Duttchen, Kaylene, Foglia, Julena, Greene, Michael, Hinther, Ashley, Houston, Kendra, McCormick, Thomas Jared, Mikhayel, Jennifer, Montasser, Sam, Ragan, Alex, Suen, Andrew, Woolsey, Adrianna, Yu, Hai Chuan, Funk, Duane, Kowalski, Stephen, Legaspi, Regina, McDonald, Heather, Siddiqui, Faisal, Pridham, Jeremy, Rowe, Bernadette, Sampson, Sonia, Thiessen, Barton, Zbitnew, Geoff, Bernard, Andre, George, Ronald, Jones, Philip, Moor, Rita, Siddiqui, Naveed, Wolfer, Alexandra, Tran, Diem, Winch, Denyse, Dobson, Gary, McCormick, Thomas, Montasser, Osama, Hall, Richard, Baghirzada, Leyla, Curley, Gerard, Dai, Si Yuan, Hare, Gregory, Lee, Esther, Shastri, Uma, Tsui, Albert, Yagnik, Anmol, Alvares, Danielle, Choi, Stephen, Dwyer, Heather, Flores, Kathrina, McCartney, Colin, Somascanthan, Priya, Beattie, Scott, Carroll, Jo, Pazmino-Canizares, Janneth, Wijeysundera, Duminda, Ami, Noam, Chan, Vincent, Perlas, Anahi, Argue, Ruth, Huang, Yang, Lavis, Katie, Mayson, Kelly, Cao, Ying, Gao, Hong, Hu, Tingju, Lv, Jie, Yang, Jian, Yang, Yang, Zhong, Yi, Zhou, Jing, Zou, Xiaohua, He, Miao, Li, Xiaoying, Luo, Dihuan, Wang, Haiying, Yu, Tian, Chen, Liyong, Wang, Lijun, Cai, Yunfei, Cao, Zhongming, Li, Yanling, Lian, Jiaxin, Sun, Haiyun, Wang, Sheng, Wang, Zhipeng, Wang, Kenru, Zhu, Yi, Du, Xindan, Fan, Hao, Fu, Yunbin, Huang, Lixia, Huang, Yanming, Hwan, Haifang, Luo, Hong, Qu, Pi-Sheng, Tao, Fan, Wang, Zhen, Wang, Guoxiang, Wang, Shun, Zhang, Yan, Zhang, Xiaolin, Chen, Chao, Wang, Weixing, Liu, Zhengyuan, Fan, Lihua, Tang, Jing, Chen, Yijun, Chen, Yongjie, Han, Yangyang, Huang, Changshun, Liang, Guojin, Shen, Jing, Wang, Jun, Yang, Qiuhong, Zhen, Jungang, Zhou, Haidong, Chen, Junping, Chen, Zhang, Li, Xiaoyu, Meng, Bo, Ye, Haiwang, Zhang, Xiaoyan, Bi, Yanbing, Cao, Jianqiao, Guo, Fengying, Lin, Hong, Liu, Yang, Lv, Meng, Shi, Pengcai, Song, Xiumei, Sun, Chuanyu, Sun, Yongtao, Wang, Yuelan, Wang, Shenhui, Zhang, Min, Chen, Rong, Hou, Jiabao, Leng, Yan, Meng, Qing-tao, Qian, Li, Shen, Zi-ying, Xia, Zhong-yuan, Xue, Rui, Zhang, Yuan, Zhao, Bo, Zhou, Xian-jin, Chen, Qiang, Guo, Huinan, Guo, Yongqing, Qi, Yuehong, Wang, Zhi, Wei, Jianfeng, Zhang, Weiwei, Zheng, Lina, Bao, Qi, Chen, Yaqiu, Chen, Yijiao, Fei, Yue, Hu, Nianqiang, Hu, Xuming, Lei, Min, Li, Xiaoqin, Lv, Xiaocui, Miao, Fangfang, Ouyang, Lingling, Qian, Lu, Shen, Conyu, Sun, Yu, Wang, Yuting, Wang, Dong, Wu, Chao, Xu, Liyuan, Yuan, Jiaqi, Zhang, Lina, Zhang, Huan, Zhang, Yapping, Zhao, Jinning, Zhao, Chong, Zhao, Lei, Zheng, Tianzhao, Zhou, Dachun, Zhou, Haiyan, Zhou, Ce, Lu, Kaizhi, Zhao, Ting, He, Changlin, Chen, Hong, Chen, Shasha, Cheng, Baoli, He, Jie, Jin, Lin, Li, Caixia, Li, Hui, Pan, Yuanming, Shi, Yugang, Wen, Xiao Hong, Wu, Shuijing, Xie, Guohao, Zhang, Kai, Zhao, Bing, Lu, Xianfu, Chen, Feifei, Liang, Qisheng, Lin, Xuewu, Ling, Yunzhi, Liu, Gang, Tao, Jing, Yang, Lu, Zhou, Jialong, Chen, Fumei, Cheng, Zhonggui, Dai, Hanying, Feng, Yunlin, Hou, Benchao, Gong, Haixia, Hu, Chun Hua, Huang, Haijin, Huang, Jian, Jiang, Zhangjie, Li, Mengyuan, Lin, Jiamei, Liu, Mei, Liu, Weicheng, Liu, Zhen, Liu, Zhiyi, Luo, Foquan, Ma, Longxian, Min, Jia, Shi, Xiaoyun, Song, Zhiping, Wan, Xianwen, Xiong, Yingfen, Xu, Lin, Yang, Shuangjia, Zhang, Qin, Zhang, Hongyan, Zhang, Huaigen, Zhang, Xuekang, Zhao, Lili, Zhao, Weihong, Zhao, Weilu, Zhu, Xiaoping, Bai, Yun, Chen, Linbi, Chen, Sijia, Dai, Qinxue, Geng, Wujun, Han, Kunyuan, He, Xin, Huang, Luping, Ji, Binbin, Jia, Danyun, Jin, Shenhui, Li, Qianjun, Liang, Dongdong, Luo, Shan, Lwang, Lulu, Mo, Yunchang, Pan, Yuanyuan, Qi, Xinyu, Qian, Meizi, Qin, Jinling, Ren, Yelong, Shi, Yiyi, Wang, Junlu, Wang, Junkai, Wang, Leilei, Xie, Junjie, Yan, Yixiu, Yao, Yurui, Zhang, Mingxiao, Zhao, Jiashi, Zhuang, Xiuxiu, Ai, Yanqiu, Du, Fang, He, Long, Huang, Ledan, Li, Zhisong, Li, Huijuan, Li, Yetong, Li, Liwei, Meng, Su, Yuan, Yazhuo, Zhang, Enman, Zhang, Jie, Zhao, Shuna, Ji, Zhenrong, Pei, Ling, Wang, Li, Chen, Chen, Dong, Beibei, Li, Jing, Miao, Ziqiang, Mu, Hongying, Qin, Chao, Su, Lin, Wen, Zhiting, Xie, Keliang, Yu, Yonghao, Yuan, Fang, Hu, Xianwen, Zhang, Ye, Xiao, Wangpin, Zhu, Zhipeng, Dai, Qingqing, Fu, Kaiwen, Hu, Rong, Hu, Xiaolan, Huang, Song, Li, Yaqi, Liang, Yingping, Yu, Shuchun, Guo, Zheng, Jing, Yan, Tang, Na, Wu, Jie, Yuan, Dajiang, Zhang, Ruilin, Zhao, Xiaoying, Li, Yuhong, Bai, Hui-Ping, Liu, Chun-Xiao, Liu, Fei-Fei, Ren, Wei, Wang, Xiu-Li, Xu, Guan-Jie, Hu, Na, Li, Bo, Ou, Yangwen, Tang, Yongzhong, Yao, Shanglong, Zhang, Shihai, Kong, Cui-Cui, Liu, Bei, Wang, Tianlong, Xiao, Wei, Lu, Bo, Xia, Yanfei, Zhou, Jiali, Cai, Fang, Chen, Pushan, Hu, Shuangfei, Wang, Hongfa, Xu, Qiong, Hu, Liu, Jing, Liang, Li, Bin, Liu, Qiang, Liu, Yuejiang, Lu, Xinjian, Peng, Zhen Dan, Qiu, Xiaodong, Ren, Quan, Tong, Youliang, Wang, Jin, Wen, Yazhou, Wu, Qiong, Xia, Jiangyan, Xie, Jue, Xiong, Xiapei, Xu, Shixia, Yang, Tianqin, Ye, Hui, Yin, Ning, Yuan, Jing, Zeng, Qiuting, Zhang, Baoling, Zheng, Kang, Cang, Jing, Chen, Shiyu, Fan, Yu, Fu, Shuying, Ge, Xiaodong, Guo, Baolei, Huang, Wenhui, Jiang, Linghui, Jiang, Xinmei, Liu, Yi, Pan, Yan, Ren, Yun, Shan, Qi, Wang, Jiaxing, Wang, Fei, Wu, Chi, Zhang, Xiaoguang, Christiansen, Ida Cecilie, Granum, Simon Norgaard, Rasmussen, Bodil Steen, Daugaard, Morten, Gambhir, Rajiv, Brandsborg, Birgitte, Steingrimsdottir, Guony Erla, Jensen-Gadegaard, Peter, Olsen, Karsten Skovgaard, Siegel, Hanna, Eskildsen, Katrine Zwicky, Gatke, Mona Ring, Wibrandt, Ida, Heintzelmann, Simon Bisgaard, Lange, Kai Henrik Wiborg, Lundsgaard, Rune Sarauw, Amstrup-Hansen, Louise, Hovendal, Claus, Larsen, Michael, Lenstrup, Mette, Kobborg, Tina, Larsen, Jens Rolighed, Pedersen, Anette Barbre, Smith, Soren Hubertz, Oestervig, Rebecca Monett, Rasmussen, Lars, Afshari, Arash, Andersen, Cheme, Ekelund, Kim, Secher, Erik Lilja, Beloeil, Helene, Lasocki, Sigismond, Venara, Aurelien, Biais, Matthieu, Ouattara, Alexandre, Sineus, Marlene, Molliex, Serge, Legouge, Marie Lim, Wallet, Florent, Tesniere, Antoine, Gaudin, Christophe, Lehur, Paul, Forsans, Emma, de Rudnicki, Stephane, Maudet, Valerie Serra, Mutter, Didier, Sojod, Ghassan, Ouaissi, Mehdi, Regimbeau, Jean-Marc, Futier, Emmanuel, Desbordes, Jacques, Comptaer, Nicolas, el Manser, Diae, Ethgen, Sabine, Lebuffe, Gilles, Auer, Patrick, Haertl, Christine, Deja, Maria, Legashov, Kirill, Sonnemann, Susanne, Wiegand-Loehnert, Carola, Falk, Elke, Habicher, Marit, Angermair, Stefan, Laetsch, Beatrix, Schmidt, Katrin, Von Heymann, Christian, Ramminger, Axel, Jelschen, Florian, Pabel, Svenja, Weyland, Andreas, Czeslick, Elke, Gille, Jochen, Malcharek, Michael, Sablotzki, Armin, Lueke, Katharina, Wetzel, Peter, Weimann, Joerg, Lenhart, Franz-Peter, Reichle, Florian, Schirmer, Frederike, Hueppe, Michael, Klotz, Karl, Nau, Carla, Schoen, Julika, Mencke, Thomas, Wasmund, Christina, Bankewitz, Carla, Baumgarten, Georg, Fleischer, Andreas, Guttenthaler, Vera, Hack, Yvonne, Hoeft, Andreas, Kirchgaessner, Katharina, Maenner, Olja, Schurig-Urbaniak, Marlen, Struck, Rafael, van Zyl, Rebekka, Wittmann, Maria, Goebel, Ulrich, Harris, Sarah, Veit, Siegfried, Andreadaki, Evangelia, Souri, Flora, Katsiadramis, Ioannis, Skoufi, Anthi, Vasileiou, Maria, Aimoniotou-Georgiou, Eleni, Katsourakis, Anastasios, Veroniki, Fotini, Vlachogianni, Glyceria, Petra, Konstantina, Chlorou, Dimitra, Oloktsidou, Eirini, Ourailoglou, Vasileios, Papapostolou, Konstantinos, Tsaousi, Georgia, Daikou, Panagoula, Dedemadi, Georgia, Kalaitzopoulos, Ioannis, Loumpias, Christos, Bristogiannis, Sotirios, Dafnios, Nikolaos, Gkiokas, Georgios, Kontis, Elissaios, Kozompoli, Dimitra, Papailia, Aspasia, Theodosopoulos, Theodosios, Bizios, Christol, Koutsikou, Anastasia, Moustaka, Aleaxandra, Plaitakis, Ioannis, Armaganidis, Apostolos, Christodoulopoulou, Theodora, Lignos, Mihail, Theodorakopoulou, Maria, Asimakos, Andreas, Ischaki, Eleni, Tsagkaraki, Angeliki, Zakynthinos, Spyros, Antoniadou, Eleni, Koutelidakis, Ioannis, Lathyris, Dimitrios, Pozidou, Irene, Voloudakis, Nikolaos, Dalamagka, Maria, Elena, Gkonezou, Chronis, Christos, Manolakaki, Dimitra, Mosxogiannidis, Dimitris, Slepova, Tatiana, Tsakiridou, Isaia-sissy, Lampiri, Claire, Vachlioti, Anastasia, Panagiotakis, Christos, Sfyras, Dimitrios, Tsimpoukas, 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Karydi, Konstyllia, Kokkini, Sofia, Kougentakis, Georgios, Lefaki, Tatiana, Lilitsis, Emmanouhl, Makatounaki, Aikaterini, Malliotakis, Polychronis, Michelakis, Dimosthenis, Neonaki, Maria, Nyktari, Vasileia, Palikyra, Iliana, Papadakis, Eleftherios, Papaioannou, Alexandra, Sfakianakis, Konstantinos, Sgouraki, Maria, Souvatzis, Xenia, Spartinou, Anastasia, Stefanidou, Nefeli, Syrogianni, Paulina, Tsagkaraki, Georgia, Arnaoutoglou, Elena, Arnaoutoglou, Christina, Bali, Christina, Bouris, Vasilios, Doumos, Rodamanthos, Gkini, Konstantia-Paraskevi, Kapaktsi, Clio, Koulouras, Vasilios, Lena, Arian, Lepida, Dimitra, Michos, Evangelos, Papadopoulos, Dimitrios, Paschopoulos, Minas, Rompou, Vaia Aliki, Siouti, Ioanna, Tsampalas, Stavros, Ververidou, Ourania, Zilis, Georgios, Charlalampidoy, Alexandra, Christodoulidis, Gregory, Flossos, Andreas, Stamoulis, Konstantinos, Chan, Matthew, Tsang, Man Shing Caleb, Tsang, Man Shing, Lai, Man Ling, Yip, Chi Pang, Chan, Hey Man Heymans, Law, Bassanio, 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Subjects
surgery, postoperative care/methods, cohort studies, operative/mortality, data, postoperative care/statistics and numerical, Medicine and Health Sciences, critical care/utilisation, surgical procedures
Abstract

Background: As global initiatives increase patient access to surgical treatments, there remains a need to understand the adverse effects of surgery and define appropriate levels of perioperative care. Methods: We designed a prospective international 7-day cohort study of outcomes following elective adult inpatient surgery in 27 countries. The primary outcome was in-hospital complications. Secondary outcomes were death following a complication (failure to rescue) and death in hospital. Process measures were admission to critical care immediately after surgery or to treat a complication and duration of hospital stay. A single definition of critical care was used for all countries. Results: A total of 474 hospitals in 19 high-, 7 middle- and 1 low-income country were included in the primary analysis. Data included 44 814 patients with amedian hospital stay of 4 (range 2-7) days. A total of 7508 patients (16.8%) developed one or more postoperative complication and 207 died (0.5%). The overall mortality among patients who developed complications was 2.8%. Mortality following complications ranged from 2.4% for pulmonary embolism to 43.9% for cardiac arrest. A total of 4360 (9.7%) patients were admitted to a critical care unit as routine immediately after surgery, of whom 2198 (50.4%) developed a complication, with 105 (2.4%) deaths. A total of 1233 patients (16.4%) were admitted to a critical care unit to treat complications, with 119 (9.7%) deaths. Despite lower baseline risk, outcomes were similar in low- and middle-income compared with high-income countries. Conclusions: Poor patient outcomes are common after inpatient surgery. Global initiatives to increase access to surgical treatments should also address the need for safe perioperative care.

Published
2016

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