Neural network-based order parameter for phase transitions and its applications in high-entropy alloys
Junqi Yin, Zongrui Pei, Michael C. Gao
Topics & Concepts
AutoencoderEntropy (arrow of time)Curse of dimensionalityStatistical physicsAlloyParameter spaceComputer sciencePhase transitionArtificial neural networkMaterials scienceThermodynamicsArtificial intelligenceMathematicsPhysicsMetallurgyStatisticsHigh Entropy Alloys Studiesnanoparticles nucleation surface interactionsMachine Learning in Materials Science