Defect graph neural networks for materials discovery in high-temperature clean-energy applications von Witman, Matthew D, Goyal, Anuj, Ogitsu, Tadashi, McDaniel, Anthony H, Lany, Stephan

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Conjugated Block Copolymer Photovoltaics with near 3% Efficiency through Microphase Separation von Guo, Changhe, Lin, Yen-Hao, Witman, Matthew D, Smith, Kendall A, Wang, Cheng, Hexemer, Alexander, Strzalka, Joseph, Gomez, Enrique D, Verduzco, Rafael

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Phase Diagrams of Alloys and Their Hydrides via On-Lattice Graph Neural Networks and Limited Training Data von Witman, Matthew D., Bartelt, Norman C., Ling, Sanliang, Guan, Pin-Wen, Way, Lauren, Allendorf, Mark D., Stavila, Vitalie

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Towards Pareto optimal high entropy hydrides via data-driven materials discovery von Witman, Matthew D., Ling, Sanliang, Wadge, Matthew, Bouzidi, Anis, Pineda-Romero, Nayely, Clulow, Rebecca, Ek, Gustav, Chames, Jeffery M., Allendorf, Emily J., Agarwal, Sapan, Allendorf, Mark D., Walker, Gavin S., Grant, David M., Sahlberg, Martin, Zlotea, Claudia, Stavila, Vitalie

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A Bulk versus Nanoscale Hydrogen Storage Paradox Revealed by Material‐System Co‐Design von Witman, Matthew D., Brooks, Kriston P., Sprik, Samuel J., Wood, Brandon C., Heo, Tae Wook, Ray, Keith G., Klebanoff, L. E., Acosta, Austin, Stavila, Vitalie, Allendorf, Mark D.

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Tuning the Spin Transition and Carrier Type in Rare‐Earth Cobaltates via Compositional Complexity von Zhang, Alan, Oh, Sangheon, Choi, Byoung Ki, Rotenberg, Eli, Brown, Timothy D., Spataru, Catalin D., Kinigstein, Eli, Guo, Jinghua, Sugar, Joshua D., Salagre, Elena, Mascaraque, Arantzazu, Michel, Enrique G., Shad, Alison C., Zhu, Jacklyn, Witman, Matthew D., Kumar, Suhas, Talin, A. Alec, Fuller, Elliot J.

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Tuning the Spin Transition and Carrier Type in Rare‐Earth Cobaltates via Compositional Complexity (Adv. Mater. 47/2024) von Zhang, Alan, Oh, Sangheon, Choi, Byoung Ki, Rotenberg, Eli, Brown, Timothy D., Spataru, Catalin D., Kinigstein, Eli, Guo, Jinghua, Sugar, Joshua D., Salagre, Elena, Mascaraque, Arantzazu, Michel, Enrique G., Shad, Alison C., Zhu, Jacklyn, Witman, Matthew D., Kumar, Suhas, Talin, A. Alec, Fuller, Elliot J.

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Energy materials screening with defect graph neural networks

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Towards Pareto optimal high entropy hydrides data-driven materials discovery von Witman, Matthew D, Ling, Sanliang, Wadge, Matthew, Bouzidi, Anis, Pineda-Romero, Nayely, Clulow, Rebecca, Ek, Gustav, Chames, Jeffery M, Allendorf, Emily J, Agarwal, Sapan, Allendorf, Mark D, Walker, Gavin S, Grant, David M, Sahlberg, Martin, Zlotea, Claudia, Stavila, Vitalie

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Symmorphosis and skeletal muscle V̇O2 max : in vivo and in vitro measures reveal differing constraints in the exercise‐trained and untrained human von Gifford, Jayson R., Garten, Ryan S., Nelson, Ashley D., Trinity, Joel D., Layec, Gwenael, Witman, Melissa A. H., Weavil, Joshua C., Mangum, Tyler, Hart, Corey, Etheredge, Cory, Jessop, Jake, Bledsoe, Amber, Morgan, David E., Wray, D. Walter, Rossman, Matthew J., Richardson, Russell S.

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α-Adrenergic receptor regulation of skeletal muscle blood flow during exercise in heart failure patients with reduced ejection fraction von Barrett-O'Keefe, Zachary, Lee, Joshua F, Ives, Stephen J, Trinity, Joel D, Witman, Melissa A H, Rossman, Matthew J, Groot, H Jon, Sorensen, Jacob R, Morgan, David E, Nelson, Ashley D, Stehlik, Josef, Richardson, Russell S, Wray, D Walter

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Challenges to developing materials for the transport and storage of hydrogen von Allendorf, Mark D., Stavila, Vitalie, Snider, Jonathan L., Witman, Matthew, Bowden, Mark E., Brooks, Kriston, Tran, Ba L., Autrey, Tom

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Strong Relationship Between Vascular Function in the Coronary and Brachial Arteries: A Clinical Coming of Age for the Updated Flow-Mediated Dilation Test? von Broxterman, Ryan M, Witman, Melissa A, Trinity, Joel D, Groot, H Jonathan, Rossman, Matthew J, Park, Song-Young, Malenfant, Simon, Gifford, Jayson R, Kwon, Oh Sung, Park, Soung Hun, Jarrett, Catherine L, Shields, Katherine L, Hydren, Jay R, Bisconti, Angela V, Owan, Theophilus, Abraham, Anu, Tandar, Anwar, Lui, Charles Y, Smith, Brigham R, Richardson, Russell S

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Extracting an Empirical Intermetallic Hydride Design Principle from Limited Data via Interpretable Machine Learning von Witman, Matthew, Ling, Sanliang, Grant, David M, Walker, Gavin S, Agarwal, Sapan, Stavila, Vitalie, Allendorf, Mark D

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Oral antioxidants improve leg blood flow during exercise in patients with chronic obstructive pulmonary disease von Rossman, Matthew J, Trinity, Joel D, Garten, Ryan S, Ives, Stephen J, Conklin, Jamie D, Barrett-O'Keefe, Zachary, Witman, Melissa A H, Bledsoe, Amber D, Morgan, David E, Runnels, Sean, Reese, Van R, Zhao, Jia, Amann, Markus, Wray, D Walter, Richardson, Russell S

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What Lies beneath a Metal–Organic Framework Crystal Structure? New Design Principles from Unexpected Behaviors von Allendorf, Mark D, Stavila, Vitalie, Witman, Matthew, Brozek, Carl K, Hendon, Christopher H

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Short‐term water deprivation attenuates the exercise pressor reflex in older female adults von Watso, Joseph C., Robinson, Austin T., Babcock, Matthew C., Migdal, Kamila U., Witman, Melissa A. H., Wenner, Megan M., Stocker, Sean D., Farquhar, William B.

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Data-Driven Discovery and Synthesis of High Entropy Alloy Hydrides with Targeted Thermodynamic Stability von Witman, Matthew, Ek, Gustav, Ling, Sanliang, Chames, Jeffery, Agarwal, Sapan, Wong, Justin, Allendorf, Mark D, Sahlberg, Martin, Stavila, Vitalie

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Nitric oxide-mediated vascular function in sepsis using passive leg movement as a novel assessment: a cross-sectional study von Nelson, Ashley D, Rossman, Matthew J, Witman, Melissa A, Barrett-O'Keefe, Zachary, Groot, H Jonathan, Garten, Ryan S, Richardson, Russell S

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Fundamentals of hydrogen storage in nanoporous materials von Zhang, Linda, Allendorf, Mark D, Balderas-Xicohténcatl, Rafael, Broom, Darren P, Fanourgakis, George S, Froudakis, George E, Gennett, Thomas, Hurst, Katherine E, Ling, Sanliang, Milanese, Chiara, Parilla, Philip A, Pontiroli, Daniele, Riccò, Mauro, Shulda, Sarah, Stavila, Vitalie, Steriotis, Theodore A, Webb, Colin J, Witman, Matthew, Hirscher, Michael

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