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Year
Data-driven prediction of battery cycle life before capacity degradation
KA Severson*, PM Attia*, N Jin, N Perkins, B Jiang, Z Yang, MH Chen, ...
Nature Energy 4 (5), 383-391, 2019
15112019
Closed-loop optimization of fast-charging protocols for batteries with machine learning
PM Attia*, A Grover*, N Jin, KA Severson, TM Markov, YH Liao, MH Chen, ...
Nature 578 (7795), 397-402, 2020
6172020
Evolution of the Solid-Electrolyte Interphase on Carbonaceous Anodes Visualized by Atomic-Resolution Cryogenic-Electron Microscopy
W Huang*, PM Attia*, H Wang, SE Renfrew, N Jin, S Das, Z Zhang, ...
Nano Letters, 2019
1512019
"Knees" in lithium-ion battery aging trajectories
PM Attia, AA Bills, F Brosa Planella, P Dechent, G Dos Reis, M Dubarry, ...
Journal of The Electrochemical Society, 2022
1492022
Rethinking how external pressure can suppress dendrites in lithium metal batteries
X Zhang, QJ Wang, KL Harrison, K Jungjohann, BL Boyce, SA Roberts, ...
Journal of The Electrochemical Society 166 (15), A3639-A3652, 2019
1382019
Fluid-enhanced surface diffusion controls intraparticle phase transformations
Y Li, H Chen, K Lim, HD Deng, J Lim, D Fraggedakis, PM Attia, SC Lee, ...
Nature Materials 17 (10), 915-922, 2018
1262018
Electrochemical kinetics of SEI growth on carbon black: Part I. Experiments
PM Attia, S Das, SJ Harris, MZ Bazant, WC Chueh
Journal of The Electrochemical Society 166 (4), E97, 2019
1162019
Electrochemical kinetics of SEI growth on carbon black: Part II. Modeling
S Das, PM Attia, WC Chueh, MZ Bazant
Journal of The Electrochemical Society 166 (4), E107, 2019
902019
Revisiting the t 0.5 dependence of SEI growth
PM Attia, WC Chueh, SJ Harris
Journal of the Electrochemical Society, 2020
692020
Best arm identification in multi-armed bandits with delayed feedback
A Grover, T Markov, P Attia, N Jin, N Perkins, B Cheong, M Chen, Z Yang, ...
International Conference on Artificial Intelligence and Statistics, 833-842, 2018
592018
Bayesian learning for rapid prediction of lithium-ion battery-cycling protocols
B Jiang, WE Gent, F Mohr, S Das, MD Berliner, M Forsuelo, H Zhao, ...
Joule 5 (12), 3187-3203, 2021
582021
Predicting the impact of formation protocols on battery lifetime immediately after manufacturing
A Weng, P Mohtat, PM Attia, V Sulzer, S Lee, G Less, A Stefanopoulou
Joule 5 (11), 2971-2992, 2021
552021
Enhanced room temperature electronic and thermoelectric properties of the dilute bismuthide InGaBiAs
P Dongmo, Y Zhong, P Attia, C Bomberger, R Cheaito, JF Ihlefeld, ...
Journal of Applied Physics 112 (9), 2012
452012
BEEP: A python library for battery evaluation and early prediction
P Herring, CB Gopal, M Aykol, JH Montoya, A Anapolsky, PM Attia, ...
SoftwareX 11, 100506, 2020
442020
Statistical Learning for Accurate and Interpretable Battery Lifetime Prediction
PM Attia, KA Severson, JD Witmer
Journal of the Electrochemical Society 168 (090547), 2021
342021
Experimental studies of thermoelectric power generation in dynamic temperature environments
PM Attia, MR Lewis, CC Bomberger, AK Prasad, JMO Zide
Energy 60, 453-456, 2013
272013
Data-driven model for lithium-ion battery capacity fade and lifetime prediction
KA Severson, RD Braatz, WC Chueh, PM Attia, N Jin, SJ Harris, N Perkins
US Patent 11,226,374, 2022
232022
ENPOLITE: Comparing lithium-ion cells across energy, power, lifetime, and temperature
P Dechent, A Epp, D Jost, Y Preger, PM Attia, W Li, DU Sauer
ACS Energy Letters 6 (6), 2351-2355, 2021
232021
Modeling passive power generation in a temporally-varying temperature environment via thermoelectrics
CC Bomberger, PM Attia, AK Prasad, JMO Zide
Applied thermal engineering 56 (1-2), 152-158, 2013
162013
Benefits of Fast Battery Formation in a Model System
PM Attia, SJ Harris, WC Chueh
Journal of The Electrochemical Society, 2021
102021
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