Differentiable Modeling and Optimization of Battery Electrolyte Mixtures Using Geometric Deep Learning

Shang Zhu, Bharath Ramsundar, Emil Annevelink +5

Electrolytes play a critical role in designing next-generation battery systems, by allowing efficient ion transfer, preventing charge transfer, and stabilizing electrode-electrolyt…