most citedPre-training, fine-tuning, and distillation (PFD): Automatically generating machine learning force fields from universal models

9 citations · 9 across the 4 of their papers we have counts for

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physics.chem-ph2024

A Pre-trained Deep Potential Model for Sulfide Solid Electrolytes with Broad Coverage and High Accuracy

Ruoyu Wang, Mingyu Guo, Yuxiang Gao +7

Solid electrolytes with fast ion transport are one of the key challenges for solid state lithium metal batteries. To improve ion conductivity, chemical doping has been the most eff…