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20242026
most citedAutomating modeling in mechanics: LLMs as designers of physics-constrained neural networks for constitutive modeling of materials

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cs.GR2026

GReFEM: Multimodal LLMs as Zero-Shot Semantic Assistants for Physics-Guided 3D Mesh Refinement

Kartik Bali, Mahish K. Guru, Christian J Cyron +1

Adaptive volumetric finite element meshing traditionally requires iterative PDE solvers or heavily supervised, data-driven surrogates trained on large-scale simulation data. This w…