most citedStructural Constraint Integration in Generative Model for Discovery of Quantum Material Candidates

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physics.comp-ph2025

Benchmarking Universal Machine Learning Interatomic Potentials for Real-Time Analysis of Inelastic Neutron Scattering Data

Bowen Han, Yongqiang Cheng

The accurate calculation of phonons and vibrational spectra remains a significant challenge, requiring highly precise evaluations of interatomic forces. Traditional methods based o…