Peter M. Attia

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 7

Top Topics

Computed Tomography

Bandit Problems

Delayed Feedback

Statistical Learning

Top Venues

Publications

Amariah Condon, Bailey Buscarino, Eric Moch, William J. Sehnert, Owen Miles, Patrick K. Herring, Peter M. Attia
A dataset of over one thousand computed tomography scans of battery cells. CoRR (2024)
Andrew Weng, Peyman Mohtat, Peter M. Attia, Valentin Sulzer, Suhak Lee, Greg Less, Anna G. Stefanopoulou
Predicting the impact of formation protocols on battery lifetime immediately after manufacturing. CoRR (2022)
Peter M. Attia, Kristen A. Severson, Jeremy D. Witmer
Statistical learning for accurate and interpretable battery lifetime prediction. CoRR (2021)
Peter M. Attia, Aditya Grover, Norman Jin, Kristen A. Severson, Todor M. Markov, Yang-Hung Liao, Michael H. Chen, Bryan Cheong, Nicholas Perkins, Zi Yang, Patrick K. Herring, Muratahan Aykol, Stephen J. Harris, Richard D. Braatz, Stefano Ermon, William C. Chueh
Closed-loop optimization of fast-charging protocols for batteries with machine learning. Nat. 578 (7795) (2020)
Patrick K. Herring, Chirranjeevi Balaji Gopal, Muratahan Aykol, Joseph Montoya, Abraham Anapolsky, Peter M. Attia, William Gent, Jens S. Hummelshøj, Linda Hung, Ha-Kyung Kwon, Patrick Moore, Daniel Schweigert, Kristen A. Severson, Santosh Suram, Zi Yang, Richard D. Braatz, Brian D. Storey
BEEP: A Python library for Battery Evaluation and Early Prediction. SoftwareX 11 (2020)
Aditya Grover, Todor M. Markov, Peter M. Attia, Norman Jin, Nicholas Perkins, Bryan Cheong, Michael H. Chen, Zi Yang, Stephen J. Harris, William C. Chueh, Stefano Ermon
Best arm identification in multi-armed bandits with delayed feedback. CoRR (2018)
Aditya Grover, Todor M. Markov, Peter M. Attia, Norman Jin, Nicolas Perkins, Bryan Cheong, Michael H. Chen, Zi Yang, Stephen J. Harris, William C. Chueh, Stefano Ermon
Best arm identification in multi-armed bandits with delayed feedback. AISTATS (2018)
Peter M. Attia
Mega-Sized Concerns from the Nano-Sized World: The Intersection of Nano- and Environmental Ethics. Sci. Eng. Ethics 19 (3) (2013)