2 papers
physics.chem-ph2026
Modelling Carbon Coated Silicon Anodes for Lithium-Ion Batteries and the Influence of Contact Area on Rate Performance
D Sugunan, Y Jiang, J Guo +3
Silicon is a promising anode material for next-generation lithium-ion batteries due to its exceptionally high specific capacity (3600 mAh g), significantly exceeding that of…
cs.LG2025
Fast and Generalizable parameter-embedded Neural Operators for Lithium-Ion Battery Simulation
Amir Ali Panahi, Daniel Luder, Billy Wu +3
Reliable digital twins of lithium-ion batteries must achieve high physical fidelity with sub-millisecond speed. In this work, we benchmark three operator-learning surrogates for th…