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2. Controlling Commercial Cooling Systems Using Reinforcement Learning

Author

Luo, Jerry, Paduraru, Cosmin, Voicu, Octavian, Chervonyi, Yuri, Munns, Scott, Li, Jerry, Qian, Crystal, Dutta, Praneet, Davis, Jared Quincy, Wu, Ningjia, Yang, Xingwei, Chang, Chu-Ming, Li, Ted, Rose, Rob, Fan, Mingyan, Nakhost, Hootan, Liu, Tinglin, Kirkman, Brian, Altamura, Frank, Cline, Lee, Tonker, Patrick, Gouker, Joel, Uden, Dave, Bryan, Warren Buddy, Law, Jason, Fatiha, Deeni, Satra, Neil, Rothenberg, Juliet, Waraich, Mandeep, Carlin, Molly, Tallapaka, Satish, Witherspoon, Sims, Parish, David, Dolan, Peter, Zhao, Chenyu, and Mankowitz, Daniel J.

Subjects
Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Electrical Engineering and Systems Science - Systems and Control
Abstract

This paper is a technical overview of DeepMind and Google's recent work on reinforcement learning for controlling commercial cooling systems. Building on expertise that began with cooling Google's data centers more efficiently, we recently conducted live experiments on two real-world facilities in partnership with Trane Technologies, a building management system provider. These live experiments had a variety of challenges in areas such as evaluation, learning from offline data, and constraint satisfaction. Our paper describes these challenges in the hope that awareness of them will benefit future applied RL work. We also describe the way we adapted our RL system to deal with these challenges, resulting in energy savings of approximately 9% and 13% respectively at the two live experiment sites., Comment: 27 pages, 11 figures

Published
2022

5. A novel mooring tether for highly dynamic offshore applications

Author

Parish, David Nigel, Johanning, Lars, and Ashton, Ian

Subjects
623.8, Mooring tether, Compliant mooring, Axial stiffness, Mooring load, Wave energy moorings, Elastomeric, Load reduction, Synthetic fibre rope
Abstract

The mooring of vessels and other floating bodies at sea, such as offshore platforms has necessitated the development of specialised moorings technology. The marine renewable energy (MRE) sector is now at a stage in its development whereby floating devices are adding new challenges to the moorings industries. Floating MRE devices are smaller than, for instance offshore platforms, and are usually targeted for deployment in highly energetic environments. The extreme conditions and the highly dynamic response of an MRE device present challenges in terms of peak loading within the mooring system itself and load transfer to the floating body. Compliant mooring systems provide advantages by reducing the peak loads and fibre ropes are an important asset in achieving such compliance. However, the extent to which existing fibre ropes can safely extend axially to provide compliance is insufficient and is strongly associated to the minimum breaking load (MBL) of the rope. A novel fibre rope mooring tether is presented here that provides advantages over existing ropes. The tether employs a hollow fibre rope containing an elastomeric core, this mechanism de-coupling the extension properties from the strength of the line. The load path is carried through the polyester rope which is terminated conventionally by eye splices, thus minimising any new risks to reliability. Very low axial stiffness is achieved and is shown to be selectable within limits. For comparison, the prototype tether’s MBL of 222 kN is assigned to polyester and Nylon reference ropes. The axial stiifness of these ropes are 590 kN and 463 kN respectively when measured by a secant between the origin and 30% MBL; the novel tether displays an axial stiffness of 72 kN by the same method. This enables the novel tether to achieve more than two and a half times the extension of a comparable Nylon rope in its working range. Numerical modelling of a moored installation demonstrates a threefold reduction in peak load magnitude compared to the existing Nylon rope solution. The tether exhibits two distinct stages of extension, the first having very low axial stiffness. It is demonstrated that the extent of this soft phase can be selected by design and that this might add another useful element of control to moorings design work.

Published
2015

14. Behavioural ecology of the lapwing Vanellus vanellus L. in Upper Teesdale

Author

Parish, David M. B.

Subjects
577, Birds, Breeding
Abstract

From 1993-95, the behavioural ecology of the lapwing Vanellus vanellus L. was studied in Upper Teesdale, Co. Durham, with the aim of describing the behavioural mechanisms underlying some population characteristics. Significant effects of age and individuals were found in many aspects of Lapwing breeding biology. Older Lapwings returned to the breeding grounds before yearlings, with adult males returning earliest of all. First breeding attempts occurred at one-year-old for most females, but at two-years-old for most males. Males two-years-old and over showed a remarkable degree of consistency in breeding status (breeding or non-breeding) in consecutive years, even where this meant persistent non-breeding. The age of first breeding, and consistency of breeding status among males, indicates intense intermale competition for limited breeding habitat, with some males, perhaps of low quality, apparently permanently prevented from breeding. However, few differences in annual breeding success were found among females of different ages. With the exception of egg size in first clutches, where yearling females laid eggs around 5% smaller than adults, yearling and adult females were similarly fecund. Laying dates and egg volumes in first clutches exhibited high indices of repeatability between years, probably reflecting a high degree of heritability of these traits. High frequencies of polygyny were recorded, despite the traditional view of strict monogamy for this species. The mating success of male Lapwings increased between one and three years-of-age. The distinct parental roles of the sexes facilitated the occurrence of polygyny by reducing activity-budget costs of polygynous associations for both sexes. Polyterritoriality, polyandry and double-brooding were also recorded and discussed.

Published
1996

15. Protein chaperones Q8ZP25_SALTY from Salmonella typhimurium and HYAE_ECOLI from Escherichia coli exhibit thioredoxin-like structures despite lack of canonical thioredoxin active site sequence motif

Author

Parish, David, Benach, Jordi, Liu, Goahua, Singarapu, Kiran, Xiao, Rong, Acton, Thomas, Su, Min, Bansal, Sonal, Prestegard, James, Hunt, John, Montelione, Gaetano, and Szyperski, Thomas

Abstract

Abstract: The structure of the 142-residue protein Q8ZP25_SALTY encoded in the genome of Salmonella typhimurium LT2 was determined independently by NMR and X-ray crystallography, and the structure of the 140-residue protein HYAE_ECOLI encoded in the genome of Escherichia coli was determined by NMR. The two proteins belong to Pfam (Finn et al. 34:D247–D251, 2006) PF07449, which currently comprises 50 members, and belongs itself to the ‘thioredoxin-like clan’. However, protein HYAE_ECOLI and the other proteins of Pfam PF07449 do not contain the canonical Cys-X-X-Cys active site sequence motif of thioredoxin. Protein HYAE_ECOLI was previously classified as a [NiFe] hydrogenase-1 specific chaperone interacting with the twin-arginine translocation (Tat) signal peptide. The structures presented here exhibit the expected thioredoxin-like fold and support the view that members of Pfam family PF07449 specifically interact with Tat signal peptides.

Published
2024
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16. Cover

Author

Wang, Weijia, primary, Lessard, Darleen, additional, Kiefe, Catarina I., additional, Goldberg, Robert J., additional, Parish, David, additional, Helm, Robert, additional, Trymbulak, Katherine, additional, Mehawej, Jordy, additional, Abu, Hawa, additional, Bamgbade, Benita A., additional, Hayward, Robert, additional, Gore, Joel, additional, Gurwitz, Jerry H., additional, McManus, David D., additional, and Saczynski, Jane S., additional

Published
2023
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19. Pedigree Reconstruction with Genome-Wide Markers in Potato

Author

Endelman, Jeffrey B., Schmitz Carley, Cari A., Douches, David S., Coombs, Joseph J., Bizimungu, Benoit, De Jong, Walter S., Haynes, Kathleen G., Holm, David G., Miller, Jr, J. Creighton, Novy, Richard G., Palta, Jiwan P., Parish, David L., Porter, Gregory A., Sathuvalli, Vidyasagar R., Thompson, Asunta L., and Yencho, G. Craig

Published
2017
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20. Fooling a Liveness-Detecting Capacitive Fingerprint Scanner

Author

Bowden-Peters, Edwin, Phan, Raphael C. -W., Whitley, John N., Parish, David J., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Naccache, David, editor

Published
2012
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21. Evidential Notions of Defensibility and Admissibility with Property Preservation

Author

Phan, Raphael C. -W., Amran, Ahmad R., Whitley, John N., Parish, David J., Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Sudan, Madhu, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Vardi, Moshe Y., Editorial Board Member, Weikum, Gerhard, Editorial Board Member, Camenisch, Jan, editor, Kisimov, Valentin, editor, and Dubovitskaya, Maria, editor

Published
2011
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22. Adversarial Security: Getting to the Root of the Problem

Author

Phan, Raphael C. -W., Whitley, John N., Parish, David J., Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Sudan, Madhu, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Vardi, Moshe Y., Editorial Board Member, Weikum, Gerhard, Editorial Board Member, Camenisch, Jan, editor, Kisimov, Valentin, editor, and Dubovitskaya, Maria, editor

Published
2011
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23. Differential effect of anticoagulation according to cognitive function and frailty in older patients with atrial fibrillation

Author

Wang, Weijia, primary, Lessard, Darleen, additional, Kiefe, Catarina I., additional, Goldberg, Robert J., additional, Parish, David, additional, Helm, Robert, additional, Trymbulak, Katherine, additional, Mehawej, Jordy, additional, Abu, Hawa, additional, Bamgbade, Benita A., additional, Hayward, Robert, additional, Gore, Joel, additional, Gurwitz, Jerry H., additional, McManus, David D., additional, and Saczynski, Jane S., additional

Published
2022
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26. Using Time Series 3D AlertGraph and False Alert Classification to Analyse Snort Alerts

Author

Musa, Shahrulniza, Parish, David J., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goodall, John R., editor, Conti, Gregory, editor, and Ma, Kwan-Liu, editor

Published
2008
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27. A Live System for Wavelet Compression of High Speed Computer Network Measurements

Author

Kyriakopoulos, Konstantinos, Parish, David J., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Rangan, C. Pandu, editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Uhlig, Steve, editor, Papagiannaki, Konstantina, editor, and Bonaventure, Olivier, editor

Published
2007
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29. Change in Cognitive Function in the Month After Hospitalization for Acute Coronary Syndromes: Findings From TRACE-CORE (Transition, Risks, and Actions in Coronary Events–Center for Outcomes Research and Education)

Author

Saczynski, Jane S., McManus, David D., Waring, Molly E., Lessard, Darleen, Anatchkova, Milena D., Gurwitz, Jerry H., Allison, Jeroan, Ash, Arlene S., McManus, Richard H., Parish, David C., Goldberg, Robert J., and Kiefe, Catarina I.

Published
2017
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33. Differential effect of anticoagulation according to cognitive function and frailty in older patients with atrial fibrillation.

Author

Wang, Weijia, Lessard, Darleen, Kiefe, Catarina I., Goldberg, Robert J., Parish, David, Helm, Robert, Trymbulak, Katherine, Mehawej, Jordy, Abu, Hawa, Bamgbade, Benita A., Hayward, Robert, Gore, Joel, Gurwitz, Jerry H., McManus, David D., and Saczynski, Jane S.

Subjects
HEMORRHAGE risk factors, MORTALITY risk factors, FRAIL elderly, CONFIDENCE intervals, ATRIAL fibrillation, ANTICOAGULANTS, COGNITION, TREATMENT effectiveness, DESCRIPTIVE statistics, RESEARCH funding, EVALUATION, OLD age
Abstract

Background: In older patients with atrial fibrillation (AF), cognitive impairment and frailty are prevalent. It is unknown whether the risk and benefit of anticoagulation differ by cognitive function and frailty. Methods: A total of 1244 individuals with AF with age ≥65 years and a CHADSVASC score ≥2 were recruited from clinics in Massachusetts and Georgia between 2016 and 18 and followed until 2020. At baseline, frailty status and cognitive function were assessed. Hazard ratios of anticoagulation on physician adjudicated outcomes were adjusted by the propensity for receiving anticoagulation and stratified by cognitive function and frailty status. Results: The average age was 75.5 (± 7.1) years, 49% were women, and 86% were prescribed oral anticoagulants. At baseline, 528 (42.4%) participants were cognitively impaired and 172 (13.8%) were frail. The adjusted hazard ratios of anticoagulation for the composite of major bleeding or death were 2.23 (95% confidence interval: 1.08–4.61) among cognitively impaired individuals and 0.94 (95% confidence interval: 0.49–1.79) among cognitively intact individuals (P for interaction = 0.08). Adjusted hazard ratios for anticoagulation were 1.84 (95% confidence interval: 0.66–5.13) among frail individuals and 1.39 (95% confidence interval: 0.84–2.40) among not frail individuals (P for interaction = 0.67). Conclusion: Compared with no anticoagulation, anticoagulation is associated with more major bleeding episodes and death in older patients with AF who are cognitively impaired. See related Editorial by Michael W. Rich in this issue. [ABSTRACT FROM AUTHOR]

Published
2023
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36. An Improvement of an Engineering Course that Presents and Promotes the NAE's Twenty First Century Grand Challenges and Program.

Author

Qaqish, Olgha Bassam and Parish, David W.

Subjects
*ACADEMIC improvement, *ENGINEERING education, *ACADEMIC achievement, *ENTREPRENEURSHIP
Abstract

The COVID-19 pandemic has impacted society and engineering education as a whole. This paper describes the strategies and improvements that were implemented post COVID-19 pandemic to a two-credit hour engineering course targeted for first-year engineering and exploratory studies students at a Southeastern Public Research One Institution. It introduces the Grand Challenges and a corresponding scholars program defined by the National Academy of Engineering (NAE) that link society and engineering to improve and maintain quality of life for the twenty-first century. This course was developed to enhance student development in the essential engineering mindset and interdisciplinary system thinking to address the prescribed global engineering grand challenges. It interweaves engineering with the social and political sciences, encouraging students to explore the interactions between society and technology, including the influences of human behavior, culture, economics, ethics, and policy on the development and implementation of technologies. The course delivery is hybrid in nature, where students meet and actively engage face-to-face once a week and participate in an asynchronous meeting in the other half of the week. The curriculum includes invited speakers and experts in the various engineering disciplines, recorded videos, a midterm research essay, and a final group poster presentation and one-minute video on one of the Grand Challenges. The final presentation encompasses the four themes of the NAE's Grand Challenges and showcases the students' gained and applied knowledge for exploring opportunities to solve complex engineering challenges. The course is offered in the fall and summer semesters to over 1,500 students per academic year. All students who take this course and matriculate into their engineering major then can apply to the Grand Challenges Scholars Program (GCSP) to participate in the program as early as their sophomore year. Approximately 30 students are accepted into the university GCSP and may begin participating in the GCSP as soon as the summer prior to their sophomore year and have three years to complete the five required competencies of this program. Approximately 90 scholars actively participate in this program every year (sophomore, junior and senior engineering students). The five competencies include talent, multiculturalism, multidisciplinary studies, entrepreneurship and social cognition. Typically, the scholars start taking engineering classes and start working with research mentors to assist with the completion of the five competencies that prepare them to solve these challenges. Most incoming scholars lack experience in identifying specific research mentors. This program assists with that task. Through the first competency, also known as talent, the scholars engage in hands-on projects to help design innovative solutions through deep immersion in an academically rigorous environment. This paper describes the improvement efforts post COVID-19 to the course goals, structures, designs, and targeted recruitment efforts for the GCSP during the face-to-face and online course delivery, focusing on engineering research and introducing interested students to how to identify a research topic and choose a mentor. In addition, it includes reflections and insights gained from the course design, development, and facilitation, and offers future recommendations for improvements. [ABSTRACT FROM AUTHOR]

Published
2022

40. Simultaneously cycled NMR spectroscopy

Author

Parish, David M. and Szyperski, Thomas

Subjects
Alkaloids -- Optical properties, Alkaloids -- Chemical properties, Nuclear magnetic resonance spectroscopy -- Research, Chemistry
Abstract

Simultaneously cycled (SC) NMR is explored by implementing a set of 2-D [[super 1]H,[super 1]H] SC exclusive COSY (E..COSY) NMR experiments. SC NMR is applicable for large variety of NMR experiments and hence can be valuable addition to the arsenal of approaches for tackling the NMR sampling problem to avoid sampling limited data acquisition.

Published
2008

50. Effect of aliskiren on post-discharge outcomes among diabetic and non-diabetic patients hospitalized for heart failure: insights from the ASTRONAUT trial

Author

Maggioni, Aldo P., Greene, Stephen J., Fonarow, Gregg C., Böhm, Michael, Zannad, Faiez, Solomon, Scott D., Lewis, Eldrin F., Baschiera, Fabio, Hua, Tsushung A., Gimpelewicz, Claudio R., Lesogor, Anastasia, Gheorghiade, Mihai, Ramos, Silvina, Luna, Alejandra, Miriuka, Santiago, Diez, Mirta, Perna, Eduardo, Luquez, Hugo, Pinna, Jorge Garcia, Castagnino, Jorge, Alvarenga, Pablo, Ibañez, Julio, Blumberg, Eduardo Salmon, Dizeo, Claudio, Guerrero, Rodolfo Ahuad, Schygiel, Pablo, Milesi, Rodolfo, Sosa, Carlos, Hominal, Miguel, Marquez, Lilia Lobo, Poy, Carlos, Hasbani, Eduardo, Vico, Marisa, Fernandez, Alberto, Vita, Nestor, Vanhaecke, Johan, De Keulenaer, Gilles, Striekwold, Harry, Vervoort, Geert, Vrolix, Mathias, Henry, Philippe, Dendale, Paul, Smolders, Walter, Marechal, Patrick, Vandekerckhove, Hans, Oliveira, Mucio, Jr., Neuenschwande, Fernando, Reis, Gilmar, Saraiva, Jose, Bodanese, Luiz, Canesin, Manoel, Greco, Oswaldo, Bassan, Roberto, Marino, Roberto Luis, Giannetti, Nadia, Moe, Gordon, Sussex, Bruce, Sheppard, Richard, Huynh, Thao, Stewart, Robert, Haddad, Haissam, Echeverria, Luis, Quintero, Adalberto, Torres, Adriana, Jaramillo, Mónica, Lopez, Mónica, Mendoza, Fernan, Florez, Noel, Cotes, Carlos, Garcia, Magali, Belohlavek, Jan, Hradec, Jaromir, Peterka, Martin, Gregor, Pavel, Monhart, Zdenek, Jansky, Petr, Kettner, Jiri, Reichert, Petr, Spinar, Jindrich, Brabec, Tomas, Hutyra, Martin, Solar, Miroslav, Pietilä, Mikko, Nyman, Kai, Pajari, Risto, Cohen, Ariel, Galinier, Michel, Gosse, Philippe, Livarek, Bernard, Neuder, Yannick, Jourdain, Patrick, Picard, François, Isnard, Richard, Hoppe, Uta, Kaeaeb, Stefan, Rosocha, Stefan, Prondzinsky, Roland, Felix, Stephan, Duengen, Hans-Dirk, Figulla, Hans-Reiner, Fischer, Sven, Behrens, Steffen, Stawowy, Philipp, Kruells-Muench, Juergen, Knebel, Fabian, Nienaber, Christoph, Werner, Dierk, Aron, Wilma, Remppis, Bjoern, Hambrecht, Rainer, Kisters, Klaus, Werner, Nikos, Hoffmann, Stefan, Rossol, Siegbert, Geiss, Ernst, Graf, Kristof, Hamann, Frank, von Scheidt, Wolfgang, Schwinger, Robert, Tebbe, Ulrich, Costard-Jaeckle, Angelika, Lueders, Stephan, Heitzer, Thomas, Leutermann-Oei, Marie-Louise, Braun-Dullaeus, Ruediger, Roehnisch, Jens-Uwe, Muth, Gerhard, Goette, Andreas, Rotter, Achim, Ebelt, Henning, Olbrich, Hans-Georg, Mitrovic, Veselin, Hengstenberg, Christian, Schellong, Sebastian, Zamolyi, Karoly, Vertes, Andras, Matoltsy, Andras, Palinkas, Attila, Herczeg, Bela, Apro, Dezso, Lupkovics, Geza, Tomcsanyi, Janos, Toth, Kalman, Mathur, Atul, Banker, Darshan, Bharani, Anil, Arneja, Jaspal, Khan, Aziz, Gadkari, Milind, Hiremath, Jagdish, Patki, Nitin, Kumbla, Makund, Santosh, M.J., Ravikishore, A.G., Abhaichand, Rajpal, Maniyal, Vijayakukmar, Nanjappa, Manjunath, Reddy, P. Naveen, Chockalingam, Kulasekaran, Premchand, Rajendra, Mahajan, Vijay, Lewis, Basil, Wexler, Dov, Shochat, Michael, Keren, Andre, Omary, Muhamad, Katz, Amos, Marmor, Alon, Lembo, Giuseppe, Di Somma, Salvatore, Boccanelli, Alessandro, Barbiero, Mario, Pajes, Giuseppe, De Servi, Stefano, Greco, Dott Cosimo, De Santis, Fernando, Floresta, Agata, Visconti, Luigi Oltrona, Piovaccari, Giancarlo, Cavallini, Claudio, Di Biase, Matteo, Masini, Dott Franco, Vassanelli, Corrado, Viecca, Maurizio, Cangemi, Dott Francesco, Pirelli, Salvatore, Borghi, Claudio, Volpe, Massimo, Branzi, Angelo, Percoco, Dott Giovanni, Severi, Silvia, Santini, Alberto, De Lorenzi, Ettore, Metra, Marco, Zacà, Valerio, Mortara, Andrea, Tranquilino, Francisco P., Babilonia, Noe A., Ferrolino, Arthur M., Manlutac, Benjamin, Jr, Dluzniewski, Miroslaw, Dzielinska, Zofia, Nowalany-Kozie, Ewa, Mazurek, Walentyna, Wierzchowiecki, Jerzy, Wysokinski, Andrzej, Szachniewicz, Joanna, Romanowski, Witold, Krauze-Wielicka, Magdalena, Jankowski, Piotr, Berkowski, Piotr, Szelemej, Roman, Kleinrok, Andrzej, Kornacewicz-Jac, Zdzislawa, Vintila, Marius, Vladoianu, Mircea, Militaru, Constantin, Dan, Gheorghe, Dorobantu, Maria, Dragulescu, Stefan, Kostenko, Victor, Vishnevsky, Alexandr, Goloschekin, Boris, Tyrenko, Vadim, Gordienko, Alexander, Kislyak, Oxana, Martsevich, Sergey, Kuchmin, Alexey, Karpov, Yurii, Fomin, Igor, Shvarts, Yury, Orlikova, Olga, Ershova, Olga, Berkovich, Olga, Sitnikova, Maria, Pakhomova, Inna, Boldueva, Svetlana, Tyurina, Tatiana, Simanenkov, Vladimir, Boyarkin, Mikhail, Novikova, Nina, Tereschenko, Sergey, Zadionchenko, Vladimir, Shogenov, Zaur, Gordeev, Ivan, Moiseev, Valentin, Wong, Raymond, Ong, Hean Yee, Le Tan, Ju, Goncalvesova, Eva, Kovar, Frantisek, Skalina, Ivan, Kasperova, Viera, Hojerova, Silvia, Szentivanyi, Miroslav, Stancak, Branislav, Babcak, Marian, Kycina, Peter, Poliacik, Pavol, Toth, Peter, Sirotiakova, Jana, de Sa, Esteban Lopez, Bueno, Manuel Gomez, Selles, Manuel Martinez, Cabrera, Jose Angel, Freire, Ramon Bover, Gonzalez Juanatey, Jose Ramon, Comin, Josep, Soriano, FranciscoRidocci, Lopez, Alejandro, Vicho, Raul, Lama, Manuel Geraldia, Schaufelberger, Maria, Brunotte, Richard, Ullman, Bengt, Hagerman, Inger, Cizinsky, Stella, Cherng, Wen-Jin, Yu, Wen-Chung, Kuo, Chi-Tai, Chang, Kuan-Cheng, Lai, Wen-Ter, Kuo, Jen-Yuan, Ural, Dilek, Badak, Ozer, Akin, Mustafa, Yigit, Zerrin, Yokusoglu, Mehmet, Yilmaz, Mehmet, Abaci, Adnan, Ebinc, Haksun, Perlman, Richard, Parish, David, Bergin, James, Burnham, Kenneth, Brown, Christopher, Lundbye, Justin, Williams, Celeste, Eisen, Howard, Juneman, Elizabeth, Joseph, Susan, Peberdy, Mary Ann, Peura, Jennifer, Gupta, Vishal, Habet, Kalim, French, William, Mody, Freny, Graham, Susan, Hazelrigg, Monica, Chung, Eugene, Dunlap, Stephanie, Nikolaidis, Lazaros, Najjar, Samer, Katz, Richard, Murali, Srinivas, Izzo, Joseph L., Callister, Tracy, Phillips, Roland, Lippolis, Nicholas, Winterton, John, Meymandi, Sheba, Heilman, Karl, III, Oren, Ron, Zolty, Ronald, Brottman, Michael, Gunawardena, D.R., Adams, Kirkwood, Barnard, Denise, Klapholz, Marc, and Fulmer, James

Published
2013
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