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cond-mat.mtrl-sci2026
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…
cond-mat.mtrl-sci2026
Bi-S network origin of cation-disorder stability and dispersive band edges in AgBiS2
Han-Pu Liang, Songyuan Geng, Heng Kang +9
Cation-disordered AgBiS2 is a promising lead-free optoelectronic material, but both its ordered structure and the microscopic origin of its favorable electronic properties remain d…
cond-mat.mtrl-sci2025
Turing Pattern Engineering Enables Kinetically Ultrastable yet Ductile Metallic Glasses
Huanrong Liu, Qingan Li, Shan Zhang +3
Enhancing the kinetic stability of glasses often necessitates deepening thermodynamic stability, which typically compromises ductility due to increased structural rigidity. Decoupl…