MetaSymbO proposes a three-agent framework with symbolic latent evolution that improves structural validity and language alignment for metamaterial design from free-form text intents.
How to determine composite material properties using numerical homogenization
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Presents an open-source 99-line code and homogenization framework for lattice-skin plates that uses adjusted boundary conditions to extract effective plate stiffness matrices while reducing bias from standard periodic assumptions.
citing papers explorer
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METASYMBO: Multi-Agent Language-Guided Metamaterial Discovery via Symbolic Latent Evolution
MetaSymbO proposes a three-agent framework with symbolic latent evolution that improves structural validity and language alignment for metamaterial design from free-form text intents.
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A 99-Line Homogenization Code for Lattice-skin Plate Structures
Presents an open-source 99-line code and homogenization framework for lattice-skin plates that uses adjusted boundary conditions to extract effective plate stiffness matrices while reducing bias from standard periodic assumptions.