3 papers
cond-mat.mtrl-sci2025
Chemical Foundation Model Guided Design of High Ionic Conductivity Electrolyte Formulations
Murtaza Zohair, Vidushi Sharma, Eduardo A. Soares +6
Designing optimal formulations is a major challenge in developing electrolytes for the next generation of rechargeable batteries due to the vast combinatorial design space and comp…
cs.LG2024
Improving Electrolyte Performance for Target Cathode Loading Using Interpretable Data-Driven Approach
Vidushi Sharma, Andy Tek, Khanh Nguyen +4
Higher loading of active electrode materials is desired in batteries, especially those based on conversion reactions, for enhanced energy density and cost efficiency. However, incr…
cond-mat.mtrl-sci2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
Vidushi Sharma, Maxwell Giammona, Dmitry Zubarev +5
Advanced computational methods are being actively sought for addressing the challenges associated with discovery and development of new combinatorial material such as formulations.…