2 papers
cs.CE2026
TO-Master: an LLM-agent framework for automated topology optimization
Haoju Lin, Wenchang Zhang, Weipeng Xu +3
Topology optimization (TO) has become a mature computational design method, but using it still requires substantial manual effort in geometry preparation, mesh generation, boundary…
cs.CE2026
Style-constrained inverse design of microstructures with tailored mechanical properties using unconditional diffusion models
Weipeng Xu, Ziyuan Xie, Haoju Lin +3
Deep generative models, particularly denoising diffusion models, have achieved remarkable success in high-fidelity generation of architected microstructures with desired properties…