Data-driven prediction of battery cycle life before capacity degradation von Severson, Kristen A., Attia, Peter M., Jin, Norman, Perkins, Nicholas, Jiang, Benben, Yang, Zi, Chen, Michael H., Aykol, Muratahan, Herring, Patrick K., Fraggedakis, Dimitrios, Bazant, Martin Z., Harris, Stephen J., Chueh, William C., Braatz, Richard D.

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Closed-loop optimization of fast-charging protocols for batteries with machine learning von Attia, Peter M., Grover, Aditya, Jin, Norman, Severson, Kristen A., Markov, Todor M., Liao, Yang-Hung, Chen, Michael H., Cheong, Bryan, Perkins, Nicholas, Yang, Zi, Herring, Patrick K., Aykol, Muratahan, Harris, Stephen J., Braatz, Richard D., Ermon, Stefano, Chueh, William C.

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Graphene-Based Thermopile for Thermal Imaging Applications von Hsu, Allen L, Herring, Patrick K, Gabor, Nathaniel M, Ha, Sungjae, Shin, Yong Cheol, Song, Yi, Chin, Matthew, Dubey, Madan, Chandrakasan, Anantha P, Kong, Jing, Jarillo-Herrero, Pablo, Palacios, Tomás

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Network analysis of synthesizable materials discovery von Aykol, Muratahan, Hegde, Vinay I., Hung, Linda, Suram, Santosh, Herring, Patrick, Wolverton, Chris, Hummelshøj, Jens S.

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Photoresponse of an Electrically Tunable Ambipolar Graphene Infrared Thermocouple von Herring, Patrick K, Hsu, Allen L, Gabor, Nathaniel M, Shin, Yong Cheol, Kong, Jing, Palacios, Tomás, Jarillo-Herrero, Pablo

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Modeling the Morphological Effects of Catalyst and Ionomer Loading on Porous Carbon Supports of PEMFC von Scherzer, Anne-Christine, Schneider, Patrick, Herring, Patrick K., Klingele, Matthias, Zamel, Nada, Gerteisen, Dietmar

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A dataset of over one thousand computed tomography scans of battery cells von Condon, Amariah, Buscarino, Bailey, Moch, Eric, Sehnert, William J., Miles, Owen, Herring, Patrick K., Attia, Peter M.

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BEEP: A Python library for Battery Evaluation and Early Prediction von Herring, Patrick, Balaji Gopal, Chirranjeevi, Aykol, Muratahan, Montoya, Joseph H., Anapolsky, Abraham, Attia, Peter M., Gent, William, Hummelshøj, Jens S., Hung, Linda, Kwon, Ha-Kyung, Moore, Patrick, Schweigert, Daniel, Severson, Kristen A., Suram, Santosh, Yang, Zi, Braatz, Richard D., Storey, Brian D.

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Single-layer graphene on silicon nitride micromembrane resonators von Schmid, Silvan, Bagci, Tolga, Zeuthen, Emil, Taylor, Jacob M., Herring, Patrick K., Cassidy, Maja C., Marcus, Charles M., Guillermo Villanueva, Luis, Amato, Bartolo, Boisen, Anja, Cheol Shin, Yong, Kong, Jing, Sørensen, Anders S., Usami, Koji, Polzik, Eugene S.

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Machine learning for continuous innovation in battery technologies von Aykol, Muratahan, Herring, Patrick, Anapolsky, Abraham

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Perspective-Combining Physics and Machine Learning to Predict Battery Lifetime von Aykol, Muratahan, Gopal, Chirranjeevi Balaji, Anapolsky, Abraham, Herring, Patrick K., van Vlijmen, Bruis, Berliner, Marc D., Bazant, Martin Z., Braatz, Richard D., Chueh, William C., Storey, Brian D.

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Fast charging design for Lithium-ion batteries via Bayesian optimization von Jiang, Benben, Berliner, Marc D., Lai, Kun, Asinger, Patrick A., Zhao, Hongbo, Herring, Patrick K., Bazant, Martin Z., Braatz, Richard D.

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py4DSTEM: A Software Package for Four-Dimensional Scanning Transmission Electron Microscopy Data Analysis von Savitzky, Benjamin H., Zeltmann, Steven E., Hughes, Lauren A., Brown, Hamish G., Zhao, Shiteng, Pelz, Philipp M., Pekin, Thomas C., Barnard, Edward S., Donohue, Jennifer, Rangel DaCosta, Luis, Kennedy, Ellis, Xie, Yujun, Janish, Matthew T., Schneider, Matthew M., Herring, Patrick, Gopal, Chirranjeevi, Anapolsky, Abraham, Dhall, Rohan, Bustillo, Karen C., Ercius, Peter, Scott, Mary C., Ciston, Jim, Minor, Andrew M., Ophus, Colin

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Bayesian learning for rapid prediction of lithium-ion battery-cycling protocols von Jiang, Benben, Gent, William E., Mohr, Fabian, Das, Supratim, Berliner, Marc D., Forsuelo, Michael, Zhao, Hongbo, Attia, Peter M., Grover, Aditya, Herring, Patrick K., Bazant, Martin Z., Harris, Stephen J., Ermon, Stefano, Chueh, William C., Braatz, Richard D.

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Correlative analysis of structure and chemistry of LixFePO4 platelets using 4D-STEM and X-ray ptychography von Hughes, L.A., Savitzky, Benjamin H., Deng, Haitao D., Jin, Norman L., Lomeli, Eder G., Yu, Young-Sang, Shapiro, David A., Herring, Patrick, Anapolsky, Abraham, Chueh, William C., Ophus, Colin, Minor, Andrew M.

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Investigating Strain and Chemistry Evolution of the Solid Electrolyte-electrode Interface via 4D-STEM and EELS von Hughes, Lauren, Savitzky, Benjamin, Gopal, Chirranjeevi, Herring, Patrick, Anapolsky, Abraham, Ophus, Colin, Minor, Andrew

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Correlative analysis of structure and chemistry of LixFePO4 platelets using 4D-STEM and X-ray ptychography von Hughes, L. A., Savitzky, Benjamin H., Deng, Haitao D., Jin, Norman L., Lomeli, Eder G., Yu, Young-Sang, Shapiro, David A., Herring, Patrick, Anapolsky, Abraham, Chueh, William C., Ophus, Colin, Minor, Andrew M.

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Principles of the Battery Data Genome von Ward, Logan, Babinec, Susan, Dufek, Eric J., Howey, David A., Viswanathan, Venkatasubramanian, Aykol, Muratahan, Beck, David A.C., Blaiszik, Benjamin, Chen, Bor-Rong, Crabtree, George, Clark, Simon, De Angelis, Valerio, Dechent, Philipp, Dubarry, Matthieu, Eggleton, Erica E., Finegan, Donal P., Foster, Ian, Gopal, Chirranjeevi Balaji, Herring, Patrick K., Hu, Victor W., Paulson, Noah H., Preger, Yuliya, Uwe-Sauer, Dirk, Smith, Kandler, Snyder, Seth W., Sripad, Shashank, Tanim, Tanvir R., Teo, Linnette

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Toward autonomous materials research: Recent progress and future challenges von Montoya, Joseph H., Aykol, Muratahan, Anapolsky, Abraham, Gopal, Chirranjeevi B., Herring, Patrick K., Hummelshøj, Jens S., Hung, Linda, Kwon, Ha-Kyung, Schweigert, Daniel, Sun, Shijing, Suram, Santosh K., Torrisi, Steven B., Trewartha, Amalie, Storey, Brian D.

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Towards Automated Classification of Complex 4D-STEM Datasets von Savitzky, Benjamin, Zeltmann, Steven, Hughes, Lauren, Seelman, Kyle, Janish, Matthew, Schneider, Matthew, Gopal, Chirranjeevi, Herring, Patrick, Minor, Andrew, Ophus, Colin

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