Search Results for author: Hongyi Lin

Found 3 papers, 0 papers with code

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

no code implementations3 Oct 2023 Shang Zhu, Bharath Ramsundar, Emil Annevelink, Hongyi Lin, Adarsh Dave, Pin-Wen Guan, Kevin Gering, Venkatasubramanian Viswanathan

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

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