Knowledge-Guided Construction of Machine Learning Potentials for Reactive Behavior in Energetic Materials

Guanchen Dong, Huanrong Liu, Lin Wang +12

Energetic materials involve multiple interactions, making reliable machine-learning potentials (MLPs) difficult to construct without extensive datasets. Here, we enhance the abilit…