Multi-scale concurrent material and structural design under mechanical and thermal loads

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Topology optimization for functionally graded cellular composites with metamaterials by level sets (2018, background): “In engineering, the effect of loading and boundary conditions of the macrostructure upon the microstructure [27-32] should also come into the picture in the topological design of FGMs.”
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems (2020, result): “ve shown to have the edge over single scale structure for the design involving multi-physics or spatially varying structural requirements, such as displacement design [23, 28], thermalelastic problem [56, 57], dynamic response optimization [58, 59] and energy absorption design [60]. The results of d”