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cs.LG2026
From Prompt to Protocol: Fast Charging Batteries with Large Language Models
Ge Lei, Ferran Brosa Planella, Sterling G. Baird +1
Efficiently optimizing battery charging protocols is challenging because each evaluation is slow, costly, and non-differentiable. Many existing approaches address this difficulty b…
cs.LG2025★ 1 cited
evoxels: A differentiable physics framework for voxel-based microstructure simulations
Simon Daubner, Alexander E. Cohen, Benjamin Dörich +1
Materials science inherently spans disciplines: experimentalists use advanced microscopy to uncover micro- and nanoscale structure, while theorists and computational scientists dev…