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

307 kB

Ctrl+K

Ctrl+K

1 contributor

History: 6 commits

HaomingLuo's picture

Add DENIM Boundary Suite v1 (500 trajectories)

c84f416 verified about 17 hours ago

baseline_t2_material_loading_memory.py

12.2 kB
Release AgentFEM Material Loading Memory v1 about 23 hours ago
generate_t2_denim_boundary_v1.py

14.6 kB
Add DENIM Boundary Suite v1 (500 trajectories) about 17 hours ago
generate_t2_graybox_closure.py

6.88 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
generate_t2_graybox_cohort.py

6.42 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
load_t2_material_loading_memory.py

2.75 kB
Release AgentFEM Material Loading Memory v1 about 23 hours ago
package_t2_material_loading_memory_v1.py

5.88 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago
package_t2_multiaxial_release.py

4.18 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago
plot_t2_graybox_closure.py

5.06 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
structural_validate_t2_models.py

28.8 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago
t2_graybox_discrete_energy.py

19.2 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
t2_material_loading_memory.py

31.7 kB
Release AgentFEM Material Loading Memory v1 about 23 hours ago
t2_material_loading_memory_v1.py

30.6 kB
Release AgentFEM Material Loading Memory v1 about 23 hours ago
t2_multiaxial_ood_v2.py

38.2 kB
Fix multiaxial hysteresis component selection about 20 hours ago
train_t2_denim_boundary_v1.py

11.9 kB
Add DENIM Boundary Suite v1 (500 trajectories) about 17 hours ago
train_t2_graybox_closure.py

735 Bytes
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
train_t2_graybox_discrete_energy.py

16.1 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
train_t2_multiaxial_models.py

25 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago
train_t2_physics_integrator.py

22.5 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago
validate_t2_graybox.py

16.7 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
validate_t2_graybox_closure.py

1.37 kB
Add DENIM incomplete-physics closure dataset and evidence about 19 hours ago
verify_t2_download.py

3.61 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago
verify_t2_multiaxial_download.py

2.64 kB
Add multiaxial OOD v2 data, six neural models, and FE validation about 20 hours ago