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Co-PiLOT: Constrained Physics-Informed Latent Optimization for Target-Driven Inverse Design
Co-PiLOT combines generative latent optimization with physics-informed black-box search to inverse-design magnesium alloy microstructures, cutting relative target error by 3, 22% over seven baselines within 160 simulations.
Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 6 of 20 reviewers recommend it
lenient 4/5
medium 2/10
strict 0/5