3 papers
cond-mat.mtrl-sci2025
Efficient small-cell sampling for machine-learning potentials of multi-principal element alloys
Yan Liu, Jiantao Wang, Hongkun Deng +3
Multi-principal element alloys (MPEAs) exhibit exceptional properties but face significant challenges in developing accurate machine-learning potentials (MLPs) due to their vast co…
cond-mat.mtrl-sci2025
Atomistic mechanisms of phase transitions in all-temperature barocaloric material KPF
Jiantao Wang, Yi-Chi Zhang, Yan Liu +6
Conventional barocaloric materials typically exhibit limited operating temperature ranges. In contrast, KPF has recently been reported to achieve an exceptional all-temperature…
cond-mat.mtrl-sci2025
Quantum Delocalization Enables Water Dissociation on Ru(0001)
Yu Cao, Jiantao Wang, Mingfeng Liu +7
We revisit the long-standing question of whether water molecules dissociate on the Ru(0001) surface through nanosecond-scale path-integral molecular dynamics simulations on a sizab…