Deep learning framework for multiscale finite element analysis based on data-driven mechanics and data augmentation
Suhan Kim, Hyunseong Shin
Topics & Concepts
Finite element methodComputer scienceArtificial neural networkComputational mechanicsBig dataSampling (signal processing)Adaptive samplingDeep learningNoveltyMinificationMathematical optimizationAlgorithmArtificial intelligenceMathematicsData miningEngineeringPhilosophyComputer visionStatisticsStructural engineeringTheologyMonte Carlo methodFilter (signal processing)Composite Material MechanicsAdvanced Mathematical Modeling in EngineeringTopology Optimization in Engineering