Machine-learning inspired density-fluctuation model of local structural instability in metallic glasses
Yicheng Wu, Bin Xu, Xuefeng Zhang, Pengfei Guan
Topics & Concepts
InterpretabilityInstabilityGeneralizationWeightingRadial distribution functionStability (learning theory)Materials scienceStatistical physicsFunction (biology)Artificial intelligenceComputer scienceBiological systemMachine learningMathematicsPhysicsMolecular dynamicsMathematical analysisBiologyQuantum mechanicsMechanicsAcousticsEvolutionary biologyTheoretical and Computational PhysicsMetallic Glasses and Amorphous AlloysMaterial Dynamics and Properties