Commit History
14 days ago
-
Make the material-memory example a lightweight reproducible starter
Verified signaturebbb6cc7 -
Add lossless 4.5 KB training excerpt for the introductory example
Verified signature62cedc7 -
Add reproducible same-strain different-stress training-data example
Verified signatured22f9ea
15 days ago
-
Add direct Lab access and clarify current demo entry points
Verified signaturecc9644a
-
Clarify loading histories and relative metrics
Verified signatureAdd undergraduate-friendly loading-history rationale, recommended scale-free metrics, fixed reference denominators, and the MAPE caveat. Data and splits are unchanged.327fd98 -
Clarify dataset stages, roles, and OOD semantics
Verified signatureReorganize the dataset landing page for 3,788 trajectories; distinguish development tests from prospective sealed tests and clarify protocol-relative OOD claims.3d7a112 -
Add prospective DENIM sealed test v1
Verified signatureAdd 128 frozen-role trajectories, generation contract, checksums, and leakage audit before model evaluation.712756b
-
Add DENIM capability extension v4
Verified signatureAdd 1,000 long-cycle, full-3D, AgentFEM-derived and discretization/observation trajectories with checksums and quality evidence.4452800 -
Finalize DENIM evidence v3 data card
Verified signatureAdd exact role counts and clarify stratified few-shot protocol.10729d6 -
Add DENIM evidence v3 protocols
Verified signatureFrozen data ablation, leave-one-family-out and stratified 16/64-trajectory adaptation evidence; no test leakage.8d6f23a -
Add conditional DENIM v2 protocol
Verified signatureAdd strict role assignment, training code, metrics and validation for using all 2,660 trajectories without duplicating data files.0ef4ba2 -
Add AgentFEM runtime validation and handoff
Verified signatureAdds checksum-verified DENIM runtime evidence, exact software identities, documented tangent boundary, and a data/model handoff for downstream research teams.fa5efbc
-
Add DENIM Boundary Suite v1 (500 trajectories)
Verified signatureAdd the 500-trajectory DENIM capability-boundary extension, frozen splits, quality report, metrics, comparison figure, generators, tests, checksums, and the unified 2,660-trajectory data usage map.c84f416 -
Add DENIM increment checksums
Verified signature28b3c0d -
Restore base release checksums after DENIM increment
Verified signatureb68cc47 -
Add DENIM incomplete-physics closure dataset and evidence
Verified signatureAdds the 128-trajectory three-memory-to-two-memory closure cohort, DENIM versus GRU/J2 metrics, time-step and structural deployment gates, figures, source and reproducibility documentation.bbe9b3e -
Remove generated Python cache files
Verified signatureRemoves accidental test-generated __pycache__ files from the public dataset release; no data, model, result, source, or documentation file is changed.21b4e50 -
Fix multiaxial hysteresis component selection
Verified signaturePlots each loading family using its largest active strain-basis component. This restores the proportional-shear hysteresis loop and prevents empty component plots. Quality audit remains accepted for all 1,024 trajectories.5c0ecee -
Restore hysteresis previews on dataset card
Verified signatureRestores the original v1 hysteresis figure at the top of the unified dataset card and adds the v2 multiaxial hysteresis preview, while retaining the model comparison figure.b845ef1 -
Add multiaxial OOD v2 data, six neural models, and FE validation
Verified signatureAdds 1,024 verified multiaxial J2/Chaboche trajectories, ID/path/parameter OOD splits, six model families including a physics-embedded neural stress integrator, structural FE gates, reproducibility code, checksums, and research notes. Preserves the published v1 release.f1564a0 -
Remove local test cache from release
Verified signature9b466fd -
Release AgentFEM Material Loading Memory v1
Verified signatureebc46a9 -
initial commit
Verified signature8d11f83