Inhibition of lithium dendrite growth with highly concentrated ions: cellular automaton simulation and surrogate model with ensemble neural networks

• DOI: 10.1039/d1me00150g
• Publication Date: 2021-12-13T19:21:15Z
• Authors: Tong Gao; Ziwei Qian; Hongbo Chen; Reza Shahbazian-Y...; Issei Nakamura
• Keywords: Lattice (music); Dendrite (mathematics)

Our lattice simulation accounts for the significant inhibition of lithium-dendrite growth in ionic liquids. We also show that our ensemble neural networks can further capture this simulation, which significantly reduces statistical sampling simulation.