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News/Learning Topology-Aware Representations for Mechanics-Relevant TPMS Metamaterials
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Learning Topology-Aware Representations for Mechanics-Relevant TPMS Metamaterials

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arXiv:2610.20684v1 Announce Type: new Abstract: Learning informative representations of mechanical Triply Periodic Minimal Surface (TPMS) metamaterials is important for mechanics analysis and structural design, yet existing methods have rarely explicitly supervised learned representations with infor

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