TopoDiff: Diffusion-Model-Driven Topology Optimization
Structural Optimization / Generative Design
A conditional diffusion approach to structural topology optimization from MIT that uses surrogate-model guidance to optimise both mechanical compliance and manufacturability, outperforming conditional GANs by a wide margin.
arXiv preprint (code and data publicly available) Topology OptimizationDiffusion ModelGenerative Design