Search Results for author: Peter M. Attia

Found 3 papers, 2 papers with code

A dataset of over one thousand computed tomography scans of battery cells

no code implementations4 Mar 2024 Amariah Condon, Bailey Buscarino, Eric Moch, William J. Sehnert, Owen Miles, Patrick K. Herring, Peter M. Attia

Historically, however, the utility of CT scanning for high-volume manufacturing has been limited by its low throughput as well as the difficulty of handling its large file sizes.

Computed Tomography (CT)

Statistical learning for accurate and interpretable battery lifetime prediction

1 code implementation6 Jan 2021 Peter M. Attia, Kristen A. Severson, Jeremy D. Witmer

In this work, we use a previously published dataset to develop simple, accurate, and interpretable data-driven models for battery lifetime prediction.

BIG-bench Machine Learning CyberBattleSim +1

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