Dataset · Hugging Face

HaomingLuo/AgentFEM-Material-Loading-Memory

Name: AgentFEM-Material-Loading-Memory
Creator: HaomingLuo
License: cc-by-4.0
Keywords: task_categories:time-series-forecasting, task_categories:other, license:cc-by-4.0, size_categories:1K<n<10K, region:us, mechanics, finite-element-analysis, constitutive-modeling, plasticity, out-of-distribution, physics-informed-machine-learning

AgentFEM Material Loading Memory An open, reproducible research dataset for path-dependent material modeling, neural constitutive surrogates and finite-element deployment tests. The repository contains six staged, explicitly separated releases. Start here Goal Recommended entry Understand the current dataset This page and the sealed-test data card Train or benchmark a constitutive model DENIM start guide Reproduce the multiaxial baseline study… See the full description on the dataset page: https://huggingface.co/datasets/HaomingLuo/AgentFEM-Material-Loading-Memory.

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Author / organization	HaomingLuo
License (as declared)	cc-by-4.0
Downloads	1.6K (as reported by Hugging Face)
Likes	1
Created	24 September 2026
Last updated at source	26 September 2026

mechanicsfinite-element-analysisconstitutive-modelingplasticityout-of-distributionphysics-informed-machine-learning

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