Learning Topology-Aware Representations for Mechanics-Relevant TPMS Metamaterials
arXiv:2610.20684v1 Announce Type: cross 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 in…
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- 2026-10-16 04:00 · arXiv stat.ML
Learning Topology-Aware Representations for Mechanics-Relevant TPMS Metamaterials