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News/On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching
arxiv
PublishedJune 2, 2026 at 4:00 AM

On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching

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arXiv:2606.02179v1 Announce Type: cross Abstract: Surrogate models for topology optimization (TO) exhibit highly variable out-of-distribution (OOD) generalization under distribution shifts such as changing loads or boundary conditions, yet the source of this variability remains unclear. We hypothesi

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