AI RESEARCH
AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design
arXiv CS.AI
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ArXi:2603.27195v1 Announce Type: new Designing microstructures that satisfy coupled cross-physics objectives is a fundamental challenge in material science. This inverse design problem involves a vast, discontinuous search space where traditional topology optimization is computationally prohibitive, and deep generative models often suffer from "physical hallucinations," lacking the capability to ensure rigorous validity. To address this limitation, we