Datasets:

HaomingLuo
/

AgentFEM-Material-Loading-Memory

Tasks:

Time Series Forecasting

Size:

Tags:

finite-element-analysis

constitutive-modeling

out-of-distribution

physics-informed-machine-learning

License:

Dataset card Files Files and versions

AgentFEM-Material-Loading-Memory / src

371 kB

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1 contributor

History: 8 commits

HaomingLuo's picture

Add prospective DENIM sealed test v1

712756b verified about 2 months ago

analyze_t2_denim_capability_v4.py
8.16 kB
Add DENIM capability extension v4 about 2 months ago
audit_t2_denim_dataset_protocol.py
3.96 kB
Add prospective DENIM sealed test v1 about 2 months ago
baseline_t2_material_loading_memory.py
12.2 kB
Release AgentFEM Material Loading Memory v1 about 2 months ago
generate_t2_denim_boundary_v1.py
14.6 kB
Add DENIM Boundary Suite v1 (500 trajectories) about 2 months ago
generate_t2_denim_capability_v4.py
35.6 kB
Add DENIM capability extension v4 about 2 months ago
generate_t2_denim_sealed_test_v1.py
16.9 kB
Add prospective DENIM sealed test v1 about 2 months ago
generate_t2_graybox_closure.py
6.88 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
generate_t2_graybox_cohort.py
6.42 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
load_t2_material_loading_memory.py
2.75 kB
Release AgentFEM Material Loading Memory v1 about 2 months ago
package_t2_material_loading_memory_v1.py
5.88 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago
package_t2_multiaxial_release.py
4.18 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago
plot_t2_graybox_closure.py
5.06 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
structural_validate_t2_models.py
28.8 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago
t2_graybox_discrete_energy.py
19.2 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
t2_material_loading_memory.py
31.7 kB
Release AgentFEM Material Loading Memory v1 about 2 months ago
t2_material_loading_memory_v1.py
30.6 kB
Release AgentFEM Material Loading Memory v1 about 2 months ago
t2_multiaxial_ood_v2.py
38.2 kB
Fix multiaxial hysteresis component selection about 2 months ago
train_t2_denim_boundary_v1.py
11.9 kB
Add DENIM Boundary Suite v1 (500 trajectories) about 2 months ago
train_t2_graybox_closure.py
735 Bytes
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
train_t2_graybox_discrete_energy.py
16.1 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
train_t2_multiaxial_models.py
25 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago
train_t2_physics_integrator.py
22.5 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago
validate_t2_graybox.py
16.7 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
validate_t2_graybox_closure.py
1.37 kB
Add DENIM incomplete-physics closure dataset and evidence about 2 months ago
verify_t2_download.py
3.61 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago
verify_t2_multiaxial_download.py
2.64 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 2 months ago