Showing physics.chem-phShow all
2 papers · 1 filter
physics.chem-ph2025
Accelerated Machine Learning Force Field for Predicting Thermal Conductivity of Organic Liquids
Wei Feng, Siyuan Liu, Hongyi Wang +11
The thermal conductivity of organic liquids is a vital parameter influencing various industrial and environmental applications, including energy conversion, electronics cooling, an…
physics.chem-ph2025
A Hybrid Physics-Driven Neural Network Force Field for Liquid Electrolytes
Junmin Chen, Qian Gao, Yange Lin +6
Electrolyte design plays an important role in the development of lithium-ion batteries and sodium-ion batteries. Battery electrolytes feature a large design space composed of diffe…