Early-Cycle Internal Impedance Enables ML-Based Battery Cycle Life Predictions Across Manufacturers. - Tyler Sours; Shivang Agarwal; Marc Cormier; Jordan Crivelli-Decker; Steffen Ridderbusch; Stephen L. Glazier; Connor P. Aiken; Aayush R. Singh; Ang Xiao; Omar Allam (CoRR, 2024)

Number of sites-based solver for determining coverages from steady-state mean-field micro-kinetic models. - Sudarshan Vijay; Hendrik H. Heenen; Aayush R. Singh; Karen Chan; Johannes Voss (J. Comput. Chem., 2024)

A Python tool for parameter estimation of "black box" macro- and micro-kinetic models with Bayesian optimization - petBOA. - Sashank Kasiraju; Yifan Wang; Saurabh Bhandari; Aayush R. Singh; Dionisios G. Vlachos (Comput. Phys. Commun., 2025)