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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Opportunities and challenges of real‐time release testing in biopharmaceutical manufacturing von Jiang, Mo, Severson, Kristen A., Love, John Christopher, Madden, Helena, Swann, Patrick, Zang, Li, 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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Challenges and opportunities in biopharmaceutical manufacturing control von Hong, Moo Sun, Severson, Kristen A., Jiang, Mo, Lu, Amos E., Love, J. Christopher, Braatz, Richard D.

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DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways von Kwon, Bum Chul, Anand, Vibha, Severson, Kristen A., Ghosh, Soumya, Sun, Zhaonan, Frohnert, Brigitte I., Lundgren, Markus, Ng, Kenney

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Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning von Severson, Kristen A, Chahine, Lana M, Smolensky, Luba A, Dhuliawala, Murtaza, Frasier, Mark, Ng, Kenney, Ghosh, Soumya, Hu, Jianying

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A method for learning a sparse classifier in the presence of missing data for high-dimensional biological datasets von Severson, Kristen A, Monian, Brinda, Love, J Christopher, Braatz, Richard D

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Vasopressin Administration Is Associated With Rising Serum Lactate Levels in Patients With Sepsis von Severson, Kristen A., Ritter-Cox, Laura, Raffa, Jesse D., Celi, Leo Anthony, Gordon, William J.

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Principal Component Analysis of Process Datasets with Missing Values von Severson, Kristen, Molaro, Mark, Braatz, Richard

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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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Statistical Learning for Accurate and Interpretable Battery Lifetime Prediction von Attia, Peter M., Severson, Kristen A., Witmer, Jeremy D.

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Bayesian design of concrete with amortized Gaussian processes and multi-objective optimization von Pfeiffer, Olivia P., Gong, Kai, Severson, Kristen A., Chen, Jie, Gregory, Jeremy R., Ghosh, Soumya, Goodwin, Richard T., Olivetti, Elsa A.

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Statistical learning for accurate and interpretable battery lifetime prediction von Attia, Peter M, Severson, Kristen A, Witmer, Jeremy D

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DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways von Kwon, Bum Chul, Anand, Vibha, Severson, Kristen A, Ghosh, Soumya, Sun, Zhaonan, Frohnert, Brigitte I, Lundgren, Markus, Kenney, Ng

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PTC Mathcad® for Chemical Engineering von Severson, Kristen A., Martínez, Alberto, Martín, Mariano

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PTC Mathcad® for Chemical Engineering

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Perspectives on process monitoring of industrial systems von Severson, Kristen, Chaiwatanodom, Paphonwit, Braatz, Richard D.

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Expanding College Programs in U.S. Prisons: Insights From Virginia von Severson‐Irby, Elizabeth A., Finley, Cynthia M., Muth, William R., Perry, Kristen H.

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Optimal integration for biodiesel production using bioethanol von Severson, Kristen, Martín, Mariano, Grossmann, Ignacio E.

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Complex Versus Simple Ankle Movement Training in Stroke Using Telerehabilitation: A Randomized Controlled Trial von Deng, Huiqiong, Durfee, William K, Nuckley, David J, Rheude, Brandon S, Severson, Amy E, Skluzacek, Katie M, Spindler, Kristen K, Davey, Cynthia S, Carey, James R

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