GrainNN: A neighbor-aware long short-term memory network for predicting microstructure evolution during polycrystalline grain formation
Yigong Qin, Stephen DeWitt, Balasubramaniam Radhakrishnan, George Biros
Topics & Concepts
PointwiseComputer scienceAlgorithmSpeedupArtificial neural networkParametric statisticsGrain boundaryMicrostructureArtificial intelligenceComputational scienceMaterials scienceParallel computingMathematicsMathematical analysisStatisticsMetallurgyAdditive Manufacturing Materials and ProcessesMachine Learning in Materials ScienceNuclear Materials and Properties