2 papers
cond-mat.mtrl-sci2026
AQVolt26: High-Temperature rSCAN Halide Dataset for Universal ML Potentials and Solid-State Batteries
Jiyoon Kim, Chuhong Wang, Aayush R. Singh +6
The demand for safe, high-energy-density batteries has spotlighted halide solid-state electrolytes, which offer the potential for enhanced ionic mobility, electrochemical stability…
cs.LG2025
Early-Cycle Internal Impedance Enables ML-Based Battery Cycle Life Predictions Across Manufacturers
Tyler Sours, Shivang Agarwal, Marc Cormier +7
Predicting the end-of-life (EOL) of lithium-ion batteries across different manufacturers presents significant challenges due to variations in electrode materials, manufacturing pro…