3 papers
cs.CE2025
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
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…
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…