Jin-Jiang Liang

Automatic Generation of Inorganic Solid-State Electrolytes via Unified Multi-Modal Network.

Accurate prediction of ion transport properties remains a key bottleneck in computational discovery of solid-state electrolytes, particularly because experimentally measured ionic conductivities are sparse and strongly dependent on crystal structure. Here we introduce USMNet, a unified structure-aware multimodal neural...