3 papers
cs.CE2024
Constructing Boundary-identical Microstructures via Guided Diffusion for Fast Multiscale Topology Optimization
Jingxuan Feng, Lili Wang, Xiaoya Zhai +4
Hierarchical structures exhibit critical features across multiple scales. However, designing multiscale structures demands significant computational resources, and ensuring connect…
cs.CE2024
OpenTM: An Open-source, Single-GPU, Large-scale Thermal Microstructure Design Framework
Yuchen Quan, Xiaoya Zhai, Xiao-Ming Fu
Thermal microstructures are artificially engineered materials designed to manipulate and control heat flow in unconventional ways. This paper presents an educational framework, cal…
cs.CE2024
Guided Diffusion for Fast Inverse Design of Density-based Mechanical Metamaterials
Yanyan Yang, Lili Wang, Xiaoya Zhai +5
Mechanical metamaterial is a synthetic material that can possess extraordinary physical characteristics, such as abnormal elasticity, stiffness, and stability, by carefully designi…