99,256 results
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2. Extracting accurate materials data from research papers with conversational language models and prompt engineering
- Author
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Polak, Maciej P. and Morgan, Dane
- Published
- 2024
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3. Behavioral consequences of second-person pronouns in written communications between authors and reviewers of scientific papers
- Author
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Sun, Zhuanlan, Cao, C. Clark, Liu, Sheng, Li, Yiwei, and Ma, Chao
- Published
- 2024
- Full Text
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4. Functional and analytical recapitulation of osteoclast biology on demineralized bone paper
- Author
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Park, Yongkuk, Sato, Tadatoshi, and Lee, Jungwoo
- Published
- 2023
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5. Molecular imprinting-based indirect fluorescence detection strategy implemented on paper chip for non-fluorescent microcystin
- Author
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Li, Bowei, Qi, Ji, Liu, Feng, Zhao, Rongfang, Arabi, Maryam, Ostovan, Abbas, Song, Jinming, Wang, Xiaoyan, Zhang, Zhiyang, and Chen, Lingxin
- Published
- 2023
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6. An analysis of neuroscience and psychiatry papers published from 2009 and 2019 outlines opportunities for increasing discovery of sex differences
- Author
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Rechlin, Rebecca K., Splinter, Tallinn F. L., Hodges, Travis E., Albert, Arianne Y., and Galea, Liisa A. M.
- Published
- 2022
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7. Hierarchically conductive electrodes unlock stable and scalable CO2 electrolysis.
- Author
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Rufer, Simon, Nitzsche, Michael P., Garimella, Sanjay, Lake, Jack R., and Varanasi, Kripa K.
- Subjects
CARBON paper ,POLYTEF ,ARCHITECTURAL design ,ELECTRODES ,ELECTROLYSIS ,ELECTROLYTIC reduction - Abstract
Electrochemical CO
2 reduction has emerged as a promising CO2 utilization technology, with Gas Diffusion Electrodes becoming the predominant architecture to maximize performance. Such electrodes must maintain robust hydrophobicity to prevent flooding, while also ensuring high conductivity to minimize ohmic losses. Intrinsic material tradeoffs have led to two main architectures: carbon paper is highly conductive but floods easily; while expanded Polytetrafluoroethylene is flooding resistant but non-conductive, limiting electrode sizes to just 5 cm2 . Here we demonstrate a hierarchically conductive electrode architecture which overcomes these scaling limitations by employing inter-woven microscale conductors within a hydrophobic expanded Polytetrafluoroethylene membrane. We develop a model which captures the spatial variability in voltage and product distribution on electrodes due to ohmic losses and use it to rationally design the hierarchical architecture which can be applied independent of catalyst chemistry or morphology. We demonstrate C2+ Faradaic efficiencies of ~75% and reduce cell voltage by as much as 0.9 V for electrodes as large as 50 cm2 by employing our hierarchically conductive electrode architecture. Conventional electrochemical CO2 conversion electrodes are bound by a tradeoff which prevents electrodes from being both stable and scalable. Here the authors develop a composite electrode which achieves both, enabling scaling to a 50 cm2 electrode with low ohmic losses. [ABSTRACT FROM AUTHOR]- Published
- 2024
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8. Paper microfluidic implementation of loop mediated isothermal amplification for early diagnosis of hepatitis C virus
- Author
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Weronika Witkowska McConnell, Chris Davis, Suleman R. Sabir, Alice Garrett, Amanda Bradley-Stewart, Pawel Jajesniak, Julien Reboud, Gaolian Xu, Zhugen Yang, Rory Gunson, Emma C. Thomson, and Jonathan M. Cooper
- Subjects
Science - Abstract
Current HCV nucleic acid-based diagnosis is largely performed in centralised laboratories. Here, the authors present a pan-genotypic RNA assay, based on reverse transcriptase loop mediated isothermal amplification and develop a low-cost prototype paper-based lateral flow device for point-of-care use, providing a visually read result within 40 min.
- Published
- 2021
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- View/download PDF
9. Lignin alkali regulated interfacial polymerization towards ultra-selective and highly permeable nanofiltration membrane.
- Author
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Zhang, Wentian, Zhao, Shanshan, Li, Haiyun, Lai, Cunxian, Zhang, Shangwei, Wen, Wu, Tang, Chuyang Y., and Meng, Fangang
- Subjects
CHEMICAL engineering ,PHYSICAL & theoretical chemistry ,WASTE paper ,MEMBRANE separation ,PAPER pulp - Abstract
Thin-film composite polyamide (TFC PA) membranes hold promise for energy-efficient liquid separation, but achieving high permeance and precise separation membrane via a facile approach that is compatible with present manufacturing line remains a great challenge. Herein, we demonstrate the use of lignin alkali (LA) derived from waste of paper pulp as an aqueous phase additive to regulate interfacial polymerization (IP) process for achieving high performance nanofiltration (NF) membrane. Various characterizations and molecular dynamics simulations revealed that LA can promote the diffusion and partition of aqueous phase monomer piperazine (PIP) molecules into organic phase and their uniform dispersion on substrate, accelerating the IP reaction and promoting greater interfacial instabilities, thus endowing formation of TFC NF membrane with an ultrathin, highly cross-linked, and crumpled PA layer. The optimal membrane exhibited a remarkable water permeance of 26.0 L m
-2 h-1 bar-1 and Cl- /SO4 2- selectivity of 191.0, which is superior to the state-of-the-art PA NF membranes. This study provides a cost-effective scalable strategy for fabricating ultra-selective and highly permeable NF membrane for precise ion-ion separation and small organic compounds removal. Achieving high permeance and precise separation in thin-film composite polyamide (TFC PA) membranes remains challenging. Here, the authors demonstrate the use of lignin alkali derived from waste of paper pulp as an aqueous phase additive to regulate interfacial polymerization process for achieving high performance nanofiltration membranes. [ABSTRACT FROM AUTHOR]- Published
- 2025
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10. The molecular basis of socially mediated phenotypic plasticity in a eusocial paper wasp
- Author
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Taylor, Benjamin A., Cini, Alessandro, Wyatt, Christopher D. R., Reuter, Max, and Sumner, Seirian
- Published
- 2021
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11. Water assisted biomimetic synergistic process and its application in water-jet rewritable paper.
- Author
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Xi G, Sheng L, Du J, Zhang J, Li M, Wang H, Ma Y, and Zhang SX
- Subjects
- Color, Humans, Parabens chemistry, Water chemistry, Biomimetic Materials, Coloring Agents chemistry, Paper, Printing methods
- Abstract
The colour of water-jet rewritable paper (WJRP) is difficult to be expanded via single hydrochromic molecule, especially black. Here, inspired by the amazing phenomenon of bound-water in cells enabling various biological transformations via facilitating synergistic inter-/intra-molecular proton transfer, we present a simple strategy toward WJRP based on binary systems containing less-sensitive acidochromic dyes and mild proton donors (or developers). With such a binary system containing commercial black dye as the colouring agent, benzyl 4-hydroxybenzoate as the developer, and biomimetic bound-water as proton-transferring medium, we successfully achieve the long-awaited black WJRP. Printed images on such WJRP have excellent performances and long retaining time (>1 month). In addition, the robustness, durability and reversibility of WJRP could be increased distinctly by using polyethylene terephthalate as substrate. This strategy significantly expands hydrochromic colours to entire visible range in an eco-friendly way, which opens an avenue of smart materials for practical needs and industrialization.
- Published
- 2018
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12. A low-cost paper-based synthetic biology platform for analyzing gut microbiota and host biomarkers.
- Author
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Takahashi MK, Tan X, Dy AJ, Braff D, Akana RT, Furuta Y, Donghia N, Ananthakrishnan A, and Collins JJ
- Subjects
- Clostridioides difficile genetics, Clostridioides difficile isolation & purification, Computational Biology, Feces microbiology, Humans, Inflammation pathology, RNA, Messenger genetics, RNA, Messenger metabolism, RNA, Ribosomal, 16S genetics, Species Specificity, Biomarkers analysis, Gastrointestinal Microbiome, Paper, Synthetic Biology economics, Synthetic Biology methods
- Abstract
There is a need for large-scale, longitudinal studies to determine the mechanisms by which the gut microbiome and its interactions with the host affect human health and disease. Current methods for profiling the microbiome typically utilize next-generation sequencing applications that are expensive, slow, and complex. Here, we present a synthetic biology platform for affordable, on-demand, and simple analysis of microbiome samples using RNA toehold switch sensors in paper-based, cell-free reactions. We demonstrate species-specific detection of mRNAs from 10 different bacteria that affect human health and four clinically relevant host biomarkers. We develop a method to quantify mRNA using our toehold sensors and validate our platform on clinical stool samples by comparison to RT-qPCR. We further highlight the potential clinical utility of the platform by showing that it can be used to rapidly and inexpensively detect toxin mRNA in the diagnosis of Clostridium difficile infections.
- Published
- 2018
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13. Low-voltage 2D materials-based printed field-effect transistors for integrated digital and analog electronics on paper
- Author
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Conti, Silvia, Pimpolari, Lorenzo, Calabrese, Gabriele, Worsley, Robyn, Majee, Subimal, Polyushkin, Dmitry K., Paur, Matthias, Pace, Simona, Keum, Dong Hoon, Fabbri, Filippo, Iannaccone, Giuseppe, Macucci, Massimo, Coletti, Camilla, Mueller, Thomas, Casiraghi, Cinzia, and Fiori, Gianluca
- Published
- 2020
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14. Continuous crystalline graphene papers with gigapascal strength by intercalation modulated plasticization
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Li, Peng, Yang, Mincheng, Liu, Yingjun, Qin, Huasong, Liu, Jingran, Xu, Zhen, Liu, Yilun, Meng, Fanxu, Lin, Jiahao, Wang, Fang, and Gao, Chao
- Published
- 2020
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15. High-performance green flexible electronics based on biodegradable cellulose nanofibril paper.
- Author
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Jung YH, Chang TH, Zhang H, Yao C, Zheng Q, Yang VW, Mi H, Kim M, Cho SJ, Park DW, Jiang H, Lee J, Qiu Y, Zhou W, Cai Z, Gong S, and Ma Z
- Subjects
- Biodegradation, Environmental, Cellulose, Microwaves, Phanerochaete, Arsenicals, Gallium, Nanofibers, Paper, Silicon, Smartphone
- Abstract
Today's consumer electronics, such as cell phones, tablets and other portable electronic devices, are typically made of non-renewable, non-biodegradable, and sometimes potentially toxic (for example, gallium arsenide) materials. These consumer electronics are frequently upgraded or discarded, leading to serious environmental contamination. Thus, electronic systems consisting of renewable and biodegradable materials and minimal amount of potentially toxic materials are desirable. Here we report high-performance flexible microwave and digital electronics that consume the smallest amount of potentially toxic materials on biobased, biodegradable and flexible cellulose nanofibril papers. Furthermore, we demonstrate gallium arsenide microwave devices, the consumer wireless workhorse, in a transferrable thin-film form. Successful fabrication of key electrical components on the flexible cellulose nanofibril paper with comparable performance to their rigid counterparts and clear demonstration of fungal biodegradation of the cellulose-nanofibril-based electronics suggest that it is feasible to fabricate high-performance flexible electronics using ecofriendly materials.
- Published
- 2015
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16. Dynamic metal-ligand coordination for multicolour and water-jet rewritable paper
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Yun Ma, Pengfei She, Kenneth Yin Zhang, Huiran Yang, Yanyan Qin, Zihan Xu, Shujuan Liu, Qiang Zhao, and Wei Huang
- Subjects
Science - Abstract
Rewritable paper is environmentally favourable, but its practical realization is stifled by limited ink colour versatility and poor image retention times. Here, the authors exploit the relatively stable but reversible nature of metal–organic coordination bonds to produce long-lasting and multicoloured inks for rewritable paper.
- Published
- 2018
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17. Flexible supercapacitor electrodes based on real metal-like cellulose papers
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Yongmin Ko, Minseong Kwon, Wan Ki Bae, Byeongyong Lee, Seung Woo Lee, and Jinhan Cho
- Subjects
Science - Abstract
With ligand-mediated layer-by-layer assembly between metal nanoparticles and small organic molecules, the authors prepare metallic paper electrodes for supercapacitors with high power and energy densities. This approach could be extended to various electrodes for portable/wearable electronics.
- Published
- 2017
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18. Market forces influence helping behaviour in cooperatively breeding paper wasps
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Lena Grinsted and Jeremy Field
- Subjects
Science - Abstract
In cooperatively breeding species, subordinates help to raise the dominant breeders’ offspring in return for benefits associated with group membership. Here, Grinsted and Field show that the amount of help provided by subordinate paper wasps depends on the availability of alternative nesting options, as predicted by biological market theory.
- Published
- 2017
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19. Silicon oxycarbide glass-graphene composite paper electrode for long-cycle lithium-ion batteries
- Author
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Lamuel David, Romil Bhandavat, Uriel Barrera, and Gurpreet Singh
- Subjects
Science - Abstract
Most high-loading silicon-based anodes for lithium-ion batteries suffer from low efficiency and volumetric capacity. Here, the authors show that a paper-like electrode of silicon oxycarbide glass and graphene at mass loading of >2 mg cm−2can efficiently deliver high energy density for over 1,000 cycles.
- Published
- 2016
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20. Decorated bacteria-cellulose ultrasonic metasurface.
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Li, Zong-Lin, Chen, Kun, Li, Fei, Shi, Zhi-Jun, Sun, Qi-Li, Li, Peng-Qi, Peng, Yu-Gui, Huang, Lai-Xin, Yang, Guang, Zheng, Hairong, and Zhu, Xue-Feng
- Subjects
HOLOGRAPHY ,THREE-dimensional imaging ,ULTRASONICS ,ULTRASONIC imaging ,SURFACE states ,PAPER arts - Abstract
Cellulose, as a component of green plants, becomes attractive for fabricating biocompatible flexible functional devices but is plagued by hydrophilic properties, which make it easily break down in water by poor mechanical stability. Here we report a class of SiO
2 -nanoparticle-decorated bacteria-cellulose meta-skin with superior stability in water, excellent machining property, ultrathin thickness, and active bacteria-repairing capacity. We further develop functional ultrasonic metasurfaces based on meta-skin paper-cutting that can generate intricate patterns of ~10 μm precision. Benefited from the perfect ultrasound insulation of surface Cassie-Baxter states, we utilize meta-skin paper-cutting to design and fabricate ultrathin (~20 μm) and super-light (<20 mg) chip-scale devices, such as nonlocal holographic meta-lens and the 3D imaging meta-lens, realizing complicated acoustic holograms and high-resolution 3D ultrasound imaging in far fields. The decorated bacteria-cellulose ultrasonic metasurface opens the way for exploiting flexible and biologically degradable metamaterial devices with functionality customization and key applications in advanced biomedical engineering technologies. The researchers report a class of silica-nanoparticle-decorated bacteria-cellulose ultrasonic metasurfaces that feature excellent stability in water and mechanical processability. They demonstrate it as holographic meta-lens and 3D imaging meta-lens. [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
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21. A library of 2D electronic material inks synthesized by liquid-metal-assisted intercalation of crystal powders.
- Author
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Wang, Shengqi, Li, Wenjie, Xue, Junying, Ge, Jifeng, He, Jing, Hou, Junyang, Xie, Yu, Li, Yuan, Zhang, Hao, Sofer, Zdeněk, and Lin, Zhaoyang
- Subjects
ELECTRONIC paper ,WIDE gap semiconductors ,ELECTRIC conductivity ,ELECTRONIC equipment ,ELECTRONIC materials ,ORGANIC semiconductors - Abstract
Solution-processable 2D semiconductor inks based on electrochemical molecular intercalation and exfoliation of bulk layered crystals using organic cations has offered an alternative pathway to low-cost fabrication of large-area flexible and wearable electronic devices. However, the growth of large-piece bulk crystals as starting material relies on costly and prolonged high-temperature process, representing a critical roadblock towards practical and large-scale applications. Here we report a general liquid-metal-assisted approach that enables the electrochemical molecular intercalation of low-cost and readily available crystal powders. The resulted solution-processable MoS
2 nanosheets are of comparable quality to those exfoliated from bulk crystals. Furthermore, this method can create a rich library of functional 2D electronic inks (>50 types), including 2D wide-bandgap semiconductors of low electrical conductivity. Lastly, we demonstrated the all-solution-processable integration of 2D semiconductors with 2D conductors and 2D dielectrics for the fabrication of large-area thin-film transistors and memristors at a greatly reduced cost. Electrochemical molecular intercalation and exfoliation are established methods to obtain 2D semiconductor inks, but they usually require costly bulk layered crystals as starting materials. Here, the authors report a facile and general liquid-metal-assisted method to synthesize >50 types of 2D material inks from low-cost crystal powders. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
22. Origamic metal-organic framework toward mechanical metamaterial.
- Author
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Jin, Eunji, Lee, In Seong, Yang, D. ChangMo, Moon, Dohyun, Nam, Joohan, Cho, Hyeonsoo, Kang, Eunyoung, Lee, Junghye, Noh, Hyuk-Jun, Min, Seung Kyu, and Choe, Wonyoung
- Subjects
METAL-organic frameworks ,PAPER arts ,ORIGAMI - Abstract
Origami, known as paper folding has become a fascinating research topic recently. Origami-inspired materials often establish mechanical properties that are difficult to achieve in conventional materials. However, the materials based on origami tessellation at the molecular level have been significantly underexplored. Herein, we report a two-dimensional (2D) porphyrinic metal-organic framework (MOF), self-assembled from Zn nodes and flexible porphyrin linkers, displaying folding motions based on origami tessellation. A combined experimental and theoretical investigation demonstrated the origami mechanism of the 2D porphyrinic MOF, whereby the flexible linker acts as a pivoting point. The discovery of the 2D tessellation hidden in the 2D MOF unveils origami mechanics at the molecular level. This work introduces a 2D porphyrinic metal-organic framework based on DCS origami tessellation, displaying unique folding behavior inspired by origami mechanics. This breakthrough paves the way for MOFs toward mechanical metamaterials. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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23. Surprising combinations of research contents and contexts are related to impact and emerge with scientific outsiders from distant disciplines.
- Author
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Shi, Feng and Evans, James
- Subjects
PROBLEM solving ,PHYSICAL sciences ,LIFE sciences - Abstract
We investigate the degree to which impact in science and technology is associated with surprising breakthroughs, and how those breakthroughs arise. Identifying breakthroughs across science and technology requires models that distinguish surprising from expected advances at scale. Drawing on tens of millions of research papers and patents across the life sciences, physical sciences and patented inventions, and using a hypergraph model that predicts realized combinations of research contents (article keywords) and contexts (cited journals), here we show that surprise in terms of unexpected combinations of contents and contexts predicts outsized impact (within the top 10% of citations). These surprising advances emerge across, rather than within researchers or teams—most commonly when scientists from one field publish problem-solving results to an audience from a distant field. Our approach characterizes the frontier of science and technology as a complex hypergraph drawn from high-dimensional embeddings of research contents and contexts, and offers a measure of path-breaking surprise in science and technology. Here, using hypergraph modeling the authors show that surprising research (in terms of unexpected combinations of research contents and contexts) is associated with impact and arises from scientific outsiders solving problems in distant disciplines. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
24. Nature Communications from the point of view of our very first authors.
- Subjects
MATERIALS science ,DNA damage ,PERIODICAL publishing ,AUTHORS - Abstract
On the 12th of April 2010, Nature Communications published its first editorial and primary research articles. The topics of these first 11 papers represented the multidisciplinary nature of the journal: from DNA damage to optics alongside material science to energy and including polymer chemistry. We have spoken with the corresponding authors of some of these very first papers and asked them about their experience of publishing in this then new journal and how they see Nature Communications now. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
25. Boundary curvature guided programmable shape-morphing kirigami sheets.
- Author
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Hong, Yaoye, Chi, Yinding, Wu, Shuang, Li, Yanbin, Zhu, Yong, and Yin, Jie
- Subjects
GAUSS-Bonnet theorem ,CURVATURE ,PAPER arts ,EGG yolk ,SOFT robotics - Abstract
Kirigami, a traditional paper cutting art, offers a promising strategy for 2D-to-3D shape morphing through cut-guided deformation. Existing kirigami designs for target 3D curved shapes rely on intricate cut patterns in thin sheets, making the inverse design challenging. Motivated by the Gauss-Bonnet theorem that correlates the geodesic curvature along the boundary with the Gaussian curvature, here, we exploit programming the curvature of cut boundaries rather than the complex cut patterns in kirigami sheets for target 3D curved morphologies through both forward and inverse designs. The strategy largely simplifies the inverse design. Leveraging this strategy, we demonstrate its potential applications as a universal and nondestructive gripper for delicate objects, including live fish, raw egg yolk, and a human hair, as well as dynamically conformable heaters for human knees. This study opens a new avenue to encode boundary curvatures for shape-programing materials with potential applications in soft robotics and wearable devices. Kirigami, a traditional paper cutting art, offers a promising strategy for 2D-to-3D shape morphing through cut-guided deformation. Here, authors report a simple strategy of cut boundary curvature-guided 3D shape morphing and its applications in non-destructive grippers and dynamically conformable heaters. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
26. A new dimension for magnetosensitive e-skins: active matrix integrated micro-origami sensor arrays.
- Author
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Becker, Christian, Bao, Bin, Karnaushenko, Dmitriy D., Bandari, Vineeth Kumar, Rivkin, Boris, Li, Zhe, Faghih, Maryam, Karnaushenko, Daniil, and Schmidt, Oliver G.
- Subjects
MAGNETIC sensors ,ENHANCED magnetoresistance ,SEMICONDUCTOR technology ,SENSOR arrays ,PAPER arts ,ELECTRONIC equipment ,MAGNETIC fields - Abstract
Magnetic sensors are widely used in our daily life for assessing the position and orientation of objects. Recently, the magnetic sensing modality has been introduced to electronic skins (e-skins), enabling remote perception of moving objects. However, the integration density of magnetic sensors is limited and the vector properties of the magnetic field cannot be fully explored since the sensors can only perceive field components in one or two dimensions. Here, we report an approach to fabricate high-density integrated active matrix magnetic sensor with three-dimensional (3D) magnetic vector field sensing capability. The 3D magnetic sensor is composed of an array of self-assembled micro-origami cubic architectures with biased anisotropic magnetoresistance (AMR) sensors manufactured in a wafer-scale process. Integrating the 3D magnetic sensors into an e-skin with embedded magnetic hairs enables real-time multidirectional tactile perception. We demonstrate a versatile approach for the fabrication of active matrix integrated 3D sensor arrays using micro-origami and pave the way for new electronic devices relying on the autonomous rearrangement of functional elements in space. State-of-the-art magnetic skins can only sense in one or two-dimensions, at small spatial resolutions. By combining the ancient art of paper folding, origami, with advanced semiconductor technology, here, authors present cutting edge three-dimensional magnetic sensors. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
27. Precise in-field molecular diagnostics of crop diseases by smartphone-based mutation-resolved pathogenic RNA analysis.
- Author
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Zhang, Ting, Zeng, Qingdong, Ji, Fan, Wu, Honghong, Ledesma-Amaro, Rodrigo, Wei, Qingshan, Yang, Hao, Xia, Xuhan, Ren, Yao, Mu, Keqing, He, Qiang, Kang, Zhensheng, and Deng, Ruijie
- Subjects
PLANT diseases ,VIROIDS ,RNA analysis ,MOLECULAR diagnosis ,SMARTPHONES ,BLACKBERRIES - Abstract
Molecular diagnostics for crop diseases can guide the precise application of pesticides, thereby reducing pesticide usage while improving crop yield, but tools are lacking. Here, we report an in-field molecular diagnostic tool that uses a cheap colorimetric paper and a smartphone, allowing multiplexed, low-cost, rapid detection of crop pathogens. Rapid nucleic acid amplification-free detection of pathogenic RNA is achieved by combining toehold-mediated strand displacement with a metal ion-mediated urease catalysis reaction. We demonstrate multiplexed detection of six wheat pathogenic fungi and an early detection of wheat stripe rust. When coupled with a microneedle for rapid nucleic acid extraction and a smartphone app for results analysis, the sample-to-result test can be completed in ~10 min in the field. Importantly, by detecting fungal RNA and mutations, the approach allows to distinguish viable and dead pathogens and to sensitively identify mutation-carrying fungicide-resistant isolates, providing fundamental information for precision crop disease management. On-site crop disease diagnostics is critical for precise application of pesticides. Here, the authors report an in-field molecular diagnostic tool for wheat pathogens using a nucleic acid amplification-free, gene mutation-resolved and smartphone-integrated genetic assay. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. Paper microfluidic implementation of loop mediated isothermal amplification for early diagnosis of hepatitis C virus.
- Author
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Witkowska McConnell, Weronika, Davis, Chris, Sabir, Suleman R., Garrett, Alice, Bradley-Stewart, Amanda, Jajesniak, Pawel, Reboud, Julien, Xu, Gaolian, Yang, Zhugen, Gunson, Rory, Thomson, Emma C., and Cooper, Jonathan M.
- Subjects
HEPATITIS C virus ,EARLY diagnosis ,REVERSE transcriptase ,HEPATITIS C ,THERAPEUTICS ,POINT-of-care testing ,NUCLEIC acids - Abstract
The early diagnosis of active hepatitis C virus (HCV) infection remains a significant barrier to the treatment of the disease and to preventing the associated significant morbidity and mortality seen, worldwide. Current testing is delayed due to the high cost, long turnaround times and high expertise needed in centralised diagnostic laboratories. Here we demonstrate a user-friendly, low-cost pan-genotypic assay, based upon reverse transcriptase loop mediated isothermal amplification (RT-LAMP). We developed a prototype device for point-of-care use, comprising a LAMP amplification chamber and lateral flow nucleic acid detection strips, giving a visually-read, user-friendly result in <40 min. The developed assay fulfils the current guidelines recommended by World Health Organisation and is manufactured at minimal cost using simple, portable equipment. Further development of the diagnostic test will facilitate linkage between disease diagnosis and treatment, greatly improving patient care pathways and reducing loss to follow-up, so assisting in the global elimination strategy. Current HCV nucleic acid-based diagnosis is largely performed in centralised laboratories. Here, the authors present a pan-genotypic RNA assay, based on reverse transcriptase loop mediated isothermal amplification and develop a low-cost prototype paper-based lateral flow device for point-of-care use, providing a visually read result within 40 min. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
29. Reply to: Evolutionary rescue effect can disappear under non-neutral mutations—a reply to Zhang et al. (2022).
- Author
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Zhang, Xiyun, Ruan, Zhongyuan, Zheng, Muhua, Zhou, Jie, Boccaletti, Stefano, and Barzel, Baruch
- Subjects
PHYSICAL fitness centers ,FITNESS walking ,RANDOM walks ,INFECTIOUS disease transmission ,RATE setting - Abstract
The document is a reply to a comment by Hinsch et al. on a paper published in Nature Communications in October 2022. The comment raises concerns about the assumptions and results of the original paper, focusing on the impact of negative drift on mutation-driven phases in evolutionary dynamics. The authors address these concerns by discussing the flexibility of their modeling framework and presenting numerical tests to show that the mutation-driven phase is not as sensitive to negative drift as suggested. They also highlight the differences between additive and multiplicative fitness changes in evolutionary processes. The authors suggest a follow-up study to further explore the impact of deleterious mutations on pathogen spread. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
30. Mechanically Tunable, Compostable, Healable and Scalable Engineered Living Materials.
- Author
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Manjula-Basavanna, Avinash, Duraj-Thatte, Anna M., and Joshi, Neel S.
- Subjects
YOUNG'S modulus ,PACKAGING materials ,PROTEIN engineering ,PLASTICS ,PETROLEUM chemicals ,NANOFIBERS - Abstract
Advanced design strategies are essential to realize the full potential of engineered living materials, including their biodegradability, manufacturability, sustainability, and ability to tailor functional properties. Toward these goals, we present mechanically engineered living material with compostability, healability, and scalability – a material that integrates these features in the form of a stretchable plastic that is simultaneously flushable, compostable, and exhibits the characteristics of paper. This plastic/paper-like material is produced in scalable quantities (0.5–1 g L
−1 ), directly from cultured bacterial biomass (40%) containing engineered curli protein nanofibers. The elongation at break (1–160%) and Young's modulus (6-450 MPa) is tuned to more than two orders of magnitude. By genetically encoded covalent crosslinking of curli nanofibers, we increase the Young's modulus by two times. The designed engineered living materials biodegrade completely in 15–75 days, while its mechanical properties are comparable to petrochemical plastics and thus may find use as compostable materials for primary packaging. Advanced design strategies are required for increased control of favourable characteristics of Engineered Living Materials. Here, the authors report the development of a material that has plastic-like stretchability and paper-like compostability and manufacturability. [ABSTRACT FROM AUTHOR]- Published
- 2024
- Full Text
- View/download PDF
31. Author Correction: A library of 2D electronic material inks synthesized by liquid-metal-assisted intercalation of crystal powders.
- Author
-
Wang, Shengqi, Li, Wenjie, Xue, Junying, Ge, Jifeng, He, Jing, Hou, Junyang, Xie, Yu, Li, Yuan, Zhang, Hao, Sofer, Zdeněk, and Lin, Zhaoyang
- Subjects
NONMETALLIC materials ,ELECTRONIC paper ,GRAPHENE oxide ,LIQUID metals ,ELECTRONIC materials ,GRAPHITE oxide - Abstract
Nature Communications published a correction notice for an article titled "A library of 2D electronic material inks synthesized by liquid-metal-assisted intercalation of crystal powders." The correction added a reference to previous work in 'Sci. Adv. 7, eabe3767 (2021)' that was initially omitted. The correction has been made in both the PDF and HTML versions of the article. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
32. Energy-efficient dynamic 3D metasurfaces via spatiotemporal jamming interleaved assemblies for tactile interfaces.
- Author
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An, Siqi, Li, Xiaowen, Guo, Zengrong, Huang, Yi, Zhang, Yanlin, and Jiang, Hanqing
- Subjects
PEOPLE with visual disabilities ,AUGMENTED reality ,ARRAY processing ,VISUAL education ,ENERGY consumption - Abstract
Inspired by the natural shape-morphing abilities of biological organisms, we introduce a strategy for creating energy-efficient dynamic 3D metasurfaces through spatiotemporal jamming of interleaved assemblies. Our approach, diverging from traditional shape-morphing techniques reliant on continuous energy inputs, utilizes strategically jammed, paper-based interleaved assemblies. By rapidly altering their stiffness at various spatial points and temporal phases during the relaxation of the soft substrate through jamming, we enable the formation of refreshable, intricate 3D shapes with a desirable load-bearing capability. This process, which does not require ongoing energy consumption, ensures energy-efficient and lasting shape displays. Our theoretical model, linking buckling deformation to residual pre-strain, underpins the inverse design process for an array of interleaved assemblies, facilitating the creation of diverse 3D configurations. This metasurface holds notable potential for tactile displays, particularly for the visually impaired, heralding possibilities in visual impaired education, haptic feedback, and virtual/augmented reality applications. This paper introduces a load-bearing 3D dynamic metasurface that alters the stiffness of interleaved assemblies at various spatial points and temporal phases through jamming. This approach does not require continuous energy input and was demonstrated as a tactile display for the visually impaired. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. Addendum: Directing Min protein patterns with advective bulk flow.
- Author
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Meindlhumer, Sabrina, Brauns, Fridtjof, Finžgar, Jernej Rudi, Kerssemakers, Jacob, Dekker, Cees, and Frey, Erwin
- Subjects
DISCREPANCY theorem ,FLOW velocity ,OPTICAL images ,RATE setting ,INTERNET publishing - Abstract
This addendum to a research paper published in Nature Communications discusses a correction to the data presented in the original paper. The authors discovered an undersampling issue in the optical imaging of Fig. 2C, which led to unreliable results regarding the propagation velocity of Min protein patterns. The originally chosen frame rate was sufficient for capturing the velocity of patterns formed by MinE-wildtype, but not for patterns formed by MinE-L3E/I24N. The authors provide new data and analysis to support their conclusions and acknowledge the implications for their previous modeling. Further experimental and theoretical studies are needed to fully understand the observed discrepancies. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
34. Reply to: Uncertainty and bias in Liggio et al. (2019) on CO2 emissions from oil sands operations.
- Author
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Liggio, John and Li, Shao-Meng
- Subjects
OIL sands ,CONTINUOUS emission monitoring ,ATMOSPHERIC methane - Abstract
Since synthetic crude oil production is reported monthly in inventories, we can scale flight measurements of CO SB 2 sb emissions (taken over several hours) to monthly estimates of CO SB 2 sb emissions and then correlate estimates of monthly CO SB 2 sb emissions to monthly synthetic crude oil production. Technical errors Fu and Legge assert that a single calculation error (not using the correct CO SB 2 sb /SO SB 2 sb molecular weight ratio) invalidates the results from the emissions estimation algorithm (TERRA). The CO SB 2 sb /SO SB 2 sb molecular weight ratio was used to provide a second and independent method for estimating/scaling up the CO SB 2 sb emissions from stacks to compare with the results using the TERRA algorithm. B replying to b L. Fu & A. H. Legge I Nature Communications i https://doi.org/10.1038/s41467-023-40818-5 (2023) In our paper[1], we presented an aircraft measurement-based assessment of the CO SB 2 sb emissions from the oil sands surface mining sector in Alberta, Canada, and demonstrated that overall CO SB 2 sb emissions were 64% higher than reported by the industry. [Extracted from the article]
- Published
- 2023
- Full Text
- View/download PDF
35. A comprehensive assessment of current methods for measuring metacognition.
- Author
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Rahnev, Dobromir
- Abstract
One of the most important aspects of research on metacognition is the measurement of metacognitive ability. However, the properties of existing measures of metacognition have been mostly assumed rather than empirically established. Here I perform a comprehensive empirical assessment of 17 measures of metacognition. First, I develop a method of determining the validity and precision of a measure of metacognition and find that all 17 measures are valid and most show similar levels of precision. Second, I examine how measures of metacognition depend on task performance, response bias, and metacognitive bias, finding only weak dependences on response and metacognitive bias but many strong dependencies on task performance. Third, I find that all measures have very high split-half reliabilities, but most have poor test-retest reliabilities. This comprehensive assessment paints a complex picture: no measure of metacognition is perfect and different measures may be preferable in different experimental contexts.Measuring metacognitive ability is one of the enduring challenges in cognitive science. The current paper develops formal tests of the quality of different measures and assesses how current metrics perform on these tests. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
36. Using large language models to accelerate communication for eye gaze typing users with ALS.
- Author
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Cai, Shanqing, Venugopalan, Subhashini, Seaver, Katie, Xiao, Xiang, Tomanek, Katrin, Jalasutram, Sri, Morris, Meredith Ringel, Kane, Shaun, Narayanan, Ajit, MacDonald, Robert L., Kornman, Emily, Vance, Daniel, Casey, Blair, Gleason, Steve M., Nelson, Philip Q., and Brenner, Michael P.
- Subjects
LANGUAGE models ,MEANS of communication for people with disabilities ,USER interfaces ,COMMUNICATION models ,GAZE - Abstract
Accelerating text input in augmentative and alternative communication (AAC) is a long-standing area of research with bearings on the quality of life in individuals with profound motor impairments. Recent advances in large language models (LLMs) pose opportunities for re-thinking strategies for enhanced text entry in AAC. In this paper, we present SpeakFaster, consisting of an LLM-powered user interface for text entry in a highly-abbreviated form, saving 57% more motor actions than traditional predictive keyboards in offline simulation. A pilot study on a mobile device with 19 non-AAC participants demonstrated motor savings in line with simulation and relatively small changes in typing speed. Lab and field testing on two eye-gaze AAC users with amyotrophic lateral sclerosis demonstrated text-entry rates 29–60% above baselines, due to significant saving of expensive keystrokes based on LLM predictions. These findings form a foundation for further exploration of LLM-assisted text entry in AAC and other user interfaces. Individuals with severe motor impairments use gaze to type and communicate. This paper presents a large language model-based user interface that enables gaze typing in highly abbreviated forms, achieving significant motor saving and speed gain. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
37. Modeling complex polycrystalline alloys using a Generative Adversarial Network enabled computational platform.
- Author
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Murgas, Brayan, Stickel, Joshua, Brewer, Luke, and Ghosh, Somnath
- Subjects
GENERATIVE adversarial networks ,FINITE element method ,MULTISCALE modeling ,ELECTRON diffraction ,SUBSTRATES (Materials science) - Abstract
Creating statistically equivalent virtual microstructures (SEVM) for polycrystalline materials with complex microstructures that encompass multi-modal morphological and crystallographic distributions is a challenging enterprise. Cold spray-formed (CSF) AA7050 alloy containing coarse-grained prior particles and ultra-fine grains (UFG) and additively manufactured (AM) Ti64 alloys with alpha laths in beta substrates. The paper introduces an approach strategically integrating a Generative Adversarial Network (GAN) for multi-modal microstructures with a synthetic microstructure builder DREAM.3D for packing grains conforming to statistics in electron backscatter diffraction (EBSD) maps for generating SEVMs of CSF and AM alloy microstructures. A robust multiscale model is subsequently developed for self-consistent coupling of crystal plasticity finite element model (CPFEM) for coarse-grained crystals with an upscaled constitutive model for UFGs. Sub-volume elements are simulated for efficient computations and their responses are averaged for overall stress-strain response. The methods developed are important for image-based micromechanical modeling that is necessary for microstructure-property relations. This paper integrates GANs with the DREAM.3D code to generate virtual microstructures for addressing structure-property relations in complex multi-modal cold spray formed microstructures. A robust multiscale model accounts for grains at two scales. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. Ultra-conformal drawn-on-skin electronics for multifunctional motion artifact-free sensing and point-of-care treatment.
- Author
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Ershad, Faheem, Thukral, Anish, Yue, Jiping, Comeaux, Phillip, Lu, Yuntao, Shim, Hyunseok, Sim, Kyoseung, Kim, Nam-In, Rao, Zhoulyu, Guevara, Ross, Contreras, Luis, Pan, Fengjiao, Zhang, Yongcao, Guan, Ying-Shi, Yang, Pinyi, Wang, Xu, Wang, Peng, Wu, Xiaoyang, and Yu, Cunjiang
- Subjects
ELECTRONIC paper ,ELECTRONICS ,MOTION ,STRAIN sensors ,PEN drawing - Abstract
An accurate extraction of physiological and physical signals from human skin is crucial for health monitoring, disease prevention, and treatment. Recent advances in wearable bioelectronics directly embedded to the epidermal surface are a promising solution for future epidermal sensing. However, the existing wearable bioelectronics are susceptible to motion artifacts as they lack proper adhesion and conformal interfacing with the skin during motion. Here, we present ultra-conformal, customizable, and deformable drawn-on-skin electronics, which is robust to motion due to strong adhesion and ultra-conformality of the electronic inks drawn directly on skin. Electronic inks, including conductors, semiconductors, and dielectrics, are drawn on-demand in a freeform manner to develop devices, such as transistors, strain sensors, temperature sensors, heaters, skin hydration sensors, and electrophysiological sensors. Electrophysiological signal monitoring during motion shows drawn-on-skin electronics' immunity to motion artifacts. Additionally, electrical stimulation based on drawn-on-skin electronics demonstrates accelerated healing of skin wounds. Designing efficient wearable bioelectronics for health monitoring, disease prevention, and treatment, remains a challenge. Here, the authors demonstrate an ultra-conformal, customizable and deformable drawn-on-skin electronics which is robust to motion artifacts and resistant to physical damage. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
39. Precise in-field molecular diagnostics of crop diseases by smartphone-based mutation-resolved pathogenic RNA analysis.
- Author
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Zhang, Ting, Zeng, Qingdong, Ji, Fan, Wu, Honghong, Ledesma-Amaro, Rodrigo, Wei, Qingshan, Yang, Hao, Xia, Xuhan, Ren, Yao, Mu, Keqing, He, Qiang, Kang, Zhensheng, and Deng, Ruijie
- Subjects
PLANT diseases ,VIROIDS ,RNA analysis ,MOLECULAR diagnosis ,SMARTPHONES ,BLACKBERRIES - Abstract
Molecular diagnostics for crop diseases can guide the precise application of pesticides, thereby reducing pesticide usage while improving crop yield, but tools are lacking. Here, we report an in-field molecular diagnostic tool that uses a cheap colorimetric paper and a smartphone, allowing multiplexed, low-cost, rapid detection of crop pathogens. Rapid nucleic acid amplification-free detection of pathogenic RNA is achieved by combining toehold-mediated strand displacement with a metal ion-mediated urease catalysis reaction. We demonstrate multiplexed detection of six wheat pathogenic fungi and an early detection of wheat stripe rust. When coupled with a microneedle for rapid nucleic acid extraction and a smartphone app for results analysis, the sample-to-result test can be completed in ~10 min in the field. Importantly, by detecting fungal RNA and mutations, the approach allows to distinguish viable and dead pathogens and to sensitively identify mutation-carrying fungicide-resistant isolates, providing fundamental information for precision crop disease management. On-site crop disease diagnostics is critical for precise application of pesticides. Here, the authors report an in-field molecular diagnostic tool for wheat pathogens using a nucleic acid amplification-free, gene mutation-resolved and smartphone-integrated genetic assay. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
40. Multi-site integrated optical addressing of trapped ions
- Author
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Kwon, Joonhyuk, Setzer, William J., Gehl, Michael, Karl, Nicholas, Van Der Wall, Jay, Law, Ryan, Blain, Matthew G., Stick, Daniel, and McGuinness, Hayden J.
- Published
- 2024
- Full Text
- View/download PDF
41. Strategies for robust renovation of residential buildings in Switzerland
- Author
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Galimshina, Alina, Moustapha, Maliki, Hollberg, Alexander, Lasvaux, Sébastien, Sudret, Bruno, and Habert, Guillaume
- Published
- 2024
- Full Text
- View/download PDF
42. Reply to: Comment on "Inferring broken detailed balance in the absence of observable currents".
- Author
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Bisker, Gili, Martínez, Ignacio A., Horowitz, Jordan M., and Parrondo, Juan M. R.
- Subjects
TIME reversal ,MATHEMATICAL proofs ,BOLTZMANN'S constant ,STOCHASTIC processes ,RANDOM variables - Abstract
This document is a reply to a comment made by Hartich and Godec on a previous paper. The authors clarify that the counterexample presented by Hartich and Godec does not invalidate their results but raises questions about the effect of coarse-graining on irreversibility. They explain that their equation is an exact expression and does not need to be tested. They also discuss the condition for their claim to be valid and acknowledge that their paper could have been clearer in its presentation. The authors provide additional explanations and justifications for their work. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
43. The preeminence of ethnic diversity in scientific collaboration.
- Author
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AlShebli, Bedoor K., Rahwan, Talal, and Wei Lee Woon
- Abstract
Inspired by the social and economic benefits of diversity, we analyze over 9 million papers and 6 million scientists to study the relationship between research impact and five classes of diversity: ethnicity, discipline, gender, affiliation, and academic age. Using randomized baseline models, we establish the presence of homophily in ethnicity, gender and affiliation. We then study the effect of diversity on scientific impact, as reflected in citations. Remarkably, of the classes considered, ethnic diversity had the strongest correlation with scientific impact. To further isolate the effects of ethnic diversity, we used randomized baseline models and again found a clear link between diversity and impact. To further support these findings, we use coarsened exact matching to compare the scientific impact of ethnically diverse papers and scientists with closely-matched control groups. Here, we find that ethnic diversity resulted in an impact gain of 10.63% for papers, and 47.67% for scientists. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
44. Spontaneous formation of reactive redox radical species at the interface of gas diffusion electrode.
- Author
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Zhao, Ruijuan, Li, Lei, Wu, Qianbao, Luo, Wei, Zhang, Qiu, and Cui, Chunhua
- Subjects
ELECTRON paramagnetic resonance ,CHEMICAL reactions ,RADICAL cations ,CROWN ethers ,RADICALS (Chemistry) ,JANUS particles - Abstract
The aqueous interface-rich system has been proposed to act as a trigger and a reservoir for reactive radicals, playing a crucial role in chemical reactions. Although much is known about the redox reactivity of water microdroplets at "droplets-in-gas" interfaces, it remains poorly understood for "bubbles-in-water" interfaces that are created by feeding gas through the porous membrane of the gas diffusion electrode. Here we reveal the spontaneous generation of highly reactive redox radical species detected by using electron paramagnetic resonance under such conditions without applying any bias and loading any catalysts. In combination with ultraviolet-visible spectroscopy, the redox feature has been further verified through several probe molecules. Unexpectedly, introducing crown ether allows to isolate and stabilize both water radical cations and hydrated electrons thus substantially increasing redox reactivity. Our finding suggests a reactive microenvironment at the interface of the gas diffusion electrode owing to the coexistence of oxidative and reductive species. The gas diffusion electrode interface can boost chemical reactions, yet its microenvironment properties are largely unexplored. Here, the authors report the spontaneous generation of reactive redox radical species at the interface using Janus hydrophobic/hydrophilic porous carbon papers to feed gas. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
45. Reply to: LsBOS utilizes oxalyl-CoA produced by LsAAE3 to synthesize β-ODAP in grass pea.
- Author
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Edwards, Anne, Jiang, Zhouqian, Nepogodiev, Sergey, Rejzek, Martin, Martin, Cathie, and Emmrich, Peter M. F.
- Subjects
LIFE sciences ,COENZYME A ,ANIONS ,CHEMICAL kinetics ,FORMIC acid ,OXALATES ,FILTERS & filtration - Abstract
This document is a response to a critique of a scientific paper published in Nature Communications. The authors of the response address the criticisms made by Dr. Goldsmith and his colleagues regarding the enzyme activities described in their paper. They clarify that their results were measured using a different method than assumed by Dr. Goldsmith. The authors also present their own experiments that challenge the proposed substrate for one of the enzymes involved in the synthesis of β-ODAP, a compound found in grass peas that can cause a neurodegenerative disorder called lathyrism. They conclude that the synthesis of a key compound involved in β-ODAP synthesis is likely limited in the cytosol of grass pea plants. The article highlights the proposed mechanism for β-ODAP synthesis and provides experimental evidence to support it, while also addressing criticisms and emphasizing the importance of understanding this process for improving the crop. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
46. Value added transformation of ubiquitous substrates into highly efficient and flexible electrodes for water splitting.
- Author
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Sahasrabudhe, Atharva, Dixit, Harsha, Majee, Rahul, and Bhattacharyya, Sayan
- Abstract
Herein, we present an innovative approach for transforming commonly available cellulose paper into a flexible and catalytic current collector for overall water splitting. A solution processed soak-and-coat method of electroless plating was used to render a piece of paper conducting by conformably depositing metallic nickel nanoparticles, while still retaining the open macroporous framework. Proof-of-concept paper-electrodes are realized by modifying nickel-paper current collector with model electrocatalysts nickel-iron oxyhydroxide and nickel-molybdenum bimetallic alloy through electrodeposition route. The paper-electrodes demonstrate exceptional activities towards oxygen evolution reaction and hydrogen evolution reaction, requiring overpotentials of 240 and 32 mV at 50 and -10 mA cm
-2 , respectively, even as they endure extreme mechanical stress. The generality of this approach is demonstrated by fabricating similar electrodes on cotton fabric, which also show high activity. Finally, a two-electrode paper-electrolyzer is constructed which can split water with an efficiency of 98.01%, and exhibits robust stability for more than 200 h. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
47. Untangling the network effects of productivity and prominence among scientists.
- Author
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Li, Weihua, Zhang, Sam, Zheng, Zhiming, Cranmer, Skyler J., and Clauset, Aaron
- Subjects
SOCIAL networks ,SOCIAL capital ,SCIENTIFIC discoveries ,COUNTING - Abstract
While inequalities in science are common, most efforts to understand them treat scientists as isolated individuals, ignoring the network effects of collaboration. Here, we develop models that untangle the network effects of productivity defined as paper counts, and prominence referring to high-impact publications, of individual scientists from their collaboration networks. We find that gendered differences in the productivity and prominence of mid-career researchers can be largely explained by differences in their coauthorship networks. Hence, collaboration networks act as a form of social capital, and we find evidence of their transferability from senior to junior collaborators, with benefits that decay as researchers age. Collaboration network effects can also explain a large proportion of the productivity and prominence advantages held by researchers at prestigious institutions. These results highlight a substantial role of social networks in driving inequalities in science, and suggest that collaboration networks represent an important form of unequally distributed social capital that shapes who makes what scientific discoveries. While inequalities in science are common, most efforts to understand them treat scientists as isolated individuals, ignoring the network effects of collaboration. Here, the authors develop models that untangle the network effects of productivity and prominence of individual scientists from their collaboration networks. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
48. Rapid and visual identification of β-lactamase subtypes for precision antibiotic therapy.
- Author
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Li, Wenshuai, Li, Jingqi, Xu, Hua, Gao, Hongmei, and Liu, Dingbin
- Subjects
ANTIBIOTICS ,BACTERIAL diseases ,DRUG resistance in bacteria ,POINT-of-care testing ,SENSITIVITY & specificity (Statistics) - Abstract
The abuse of antibiotics urgently requires rapid identification of drug-resistant bacteria at the point of care (POC). Here we report a visual paper sensor that allows rapid (0.25-3 h) discrimination of the subtypes of β-lactamase (the major cause of bacterial resistance) for precision antibiotic therapy. The sensor exhibits high performance in identifying antibiotic-resistant bacteria with 100 real samples from patients with diverse bacterial infections, demonstrating 100% clinical sensitivity and specificity. Further, this sensor can enhance the accuracy of antibiotic use from 48% empirically to 83%, and further from 50.6% to 97.6% after eliminating fungal infection cases. Our work provides a POC testing platform for guiding effective management of bacterial infections in both hospital and community settings. The rapid identification of drug-resistant bacteria is vital for effective treatment and to avoid antibiotic misuse. Here authors report a paper-based sensor which utilises chromogenic carbapenem and cephalosporin substrates for the identification and discrimination of β-lactamase subtypes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
49. A machine learning model that outperforms conventional global subseasonal forecast models.
- Author
-
Chen, Lei, Zhong, Xiaohui, Li, Hao, Wu, Jie, Lu, Bo, Chen, Deliang, Xie, Shang-Ping, Wu, Libo, Chao, Qingchen, Lin, Chensen, Hu, Zixin, and Qi, Yuan
- Subjects
MACHINE learning ,PRECIPITATION forecasting ,WEATHER forecasting ,MADDEN-Julian oscillation ,PREDICTION models - Abstract
Skillful subseasonal forecasts are crucial for various sectors of society but pose a grand scientific challenge. Recently, machine learning-based weather forecasting models outperform the most successful numerical weather predictions generated by the European Centre for Medium-Range Weather Forecasts (ECMWF), but have not yet surpassed conventional models at subseasonal timescales. This paper introduces FuXi Subseasonal-to-Seasonal (FuXi-S2S), a machine learning model that provides global daily mean forecasts up to 42 days, encompassing five upper-air atmospheric variables at 13 pressure levels and 11 surface variables. FuXi-S2S, trained on 72 years of daily statistics from ECMWF ERA5 reanalysis data, outperforms the ECMWF's state-of-the-art Subseasonal-to-Seasonal model in ensemble mean and ensemble forecasts for total precipitation and outgoing longwave radiation, notably enhancing global precipitation forecast. The improved performance of FuXi-S2S can be primarily attributed to its superior capability to capture forecast uncertainty and accurately predict the Madden-Julian Oscillation (MJO), extending the skillful MJO prediction from 30 days to 36 days. Moreover, FuXi-S2S not only captures realistic teleconnections associated with the MJO but also emerges as a valuable tool for discovering precursor signals, offering researchers insights and potentially establishing a new paradigm in Earth system science research. This paper introduces FuXi-S2S, a machine-learning model that outperforms conventional numerical weather prediction models at subseasonal timescales globally, extending the skillful Madden–Julian Oscillation prediction form 30 days to 36 days. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
50. Environmental, economic, and social sustainability in aquaculture: the aquaculture performance indicators.
- Author
-
Garlock, Taryn M., Asche, Frank, Anderson, James L., Eggert, Håkan, Anderson, Thomas M., Che, Bin, Chávez, Carlos A., Chu, Jingjie, Chukwuone, Nnaemeka, Dey, Madan M., Fitzsimmons, Kevin, Flores, Jimely, Guillen, Jordi, Kumar, Ganesh, Liu, Lijun, Llorente, Ignacio, Nguyen, Ly, Nielsen, Rasmus, Pincinato, Ruth B. M., and Sudhakaran, Pratheesh O.
- Subjects
SOCIAL sustainability ,AQUACULTURE ,INVESTMENT policy ,FOOD science ,SOCIAL impact - Abstract
Aquaculture is a rapidly growing food production technology, but there are significant concerns related to its environmental impact and adverse social effects. We examine aquaculture outcomes in a three pillars of sustainability framework by analyzing data collected using the Aquaculture Performance Indicators. Using this approach, comparable data has been collected for 57 aquaculture systems worldwide on 88 metrics that measure social, economic, or environmental outcomes. We first examine the relationships among the three pillars of sustainability and then analyze performance in the three pillars by technology and species. The results show that economic, social, and environmental outcomes are, on average, mutually reinforced in global aquaculture systems. However, the analysis also shows significant variation in the degree of sustainability in different aquaculture systems, and weak performance of some production systems in some dimensions provides opportunity for innovative policy measures and investment to further align sustainability objectives. Garlock and colleagues analyze 57 aquaculture systems worldwide on 88 metrics that measure social, economic, or environmental outcomes. They find significant variation in the degree of sustainability in different aquaculture systems, and weak performance of some production systems in some dimensions provides opportunity for innovative policy measures and investment to further align sustainability objectives. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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