213 citations · 417 across the 6 of their papers we have counts for
3 papers · 1 filter
Excess Density as a Descriptor for Electrolyte Solvent Design
Celia Kelly, Emil Annevelink, Adarsh Dave +1
Electrolytes mediate interactions between the cathode and anode and determine performance characteristics of batteries. Mixtures of multiple solvents are often used in electrolytes…
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…
Benchmarking conductivity predictions of the Advanced Electrolyte Model (AEM) for aqueous systems
Adarsh Dave, Kevin L. Gering, Jared M. Mitchell +2
High-concentration aqueous electrolytes have shown promise as candidates for a safer, lower-cost battery system. Ionic conductivity is a key property required in high performing el…