HaomingLuo/AgentFEM-Material-Loading-Memory
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.
Clarify loading histories and relative metrics
Clarify dataset stages, roles, and OOD semantics
Add prospective DENIM sealed test v1
Add DENIM capability extension v4
Finalize DENIM evidence v3 data card
Add DENIM evidence v3 protocols
Add conditional DENIM v2 protocol
Add AgentFEM runtime validation and handoff
Add DENIM Boundary Suite v1 (500 trajectories)
Add DENIM increment checksums
Restore base release checksums after DENIM increment
Add DENIM incomplete-physics closure dataset and evidence
Remove generated Python cache files
Fix multiaxial hysteresis component selection
Restore hysteresis previews on dataset card
Add multiaxial OOD v2 data, six neural models, and FE validation
Remove local test cache from release
Release AgentFEM Material Loading Memory v1
initial commit