PLAID-datasets

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AI & ML for physics

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fabiencasenave updated a dataset about 2 months ago

PLAID-datasets/2D_Multiscale_Hyperelasticity

fabiencasenave updated a dataset about 2 months ago

PLAID-datasets/Tensile2d

fabiencasenave updated a dataset about 2 months ago

PLAID-datasets/Rotor37

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fabiencasenave

updated 6 datasets about 2 months ago

PLAID-datasets/2D_Multiscale_Hyperelasticity

Viewer • Updated Nov 4 • 1.14k • 298 • 2

PLAID-datasets/Tensile2d

Viewer • Updated Nov 4 • 702 • 930 • 1

PLAID-datasets/Rotor37

Viewer • Updated Nov 4 • 1.19k • 337 • 1

PLAID-datasets/VKI-LS59

Viewer • Updated Nov 4 • 839 • 1.07k • 2

PLAID-datasets/2D_ElastoPlastoDynamics

Viewer • Updated Nov 4 • 904 • 157 • 1

PLAID-datasets/2D_profile

Viewer • Updated Nov 4 • 400 • 44 • 1

fabiencasenave

updated a Space 4 months ago

AirfRANS original visualization

Visualize fluid flow samples from AirfRANS dataset

fabiencasenave

updated a collection 4 months ago

Plaid datasets visualization

9 items • Updated Aug 22

fabiencasenave

authored 2 papers 8 months ago

Physics-Learning AI Datamodel (PLAID) datasets: a collection of physics simulations for machine learning

Paper • 2505.02974 • Published May 5

O-MMGP: Optimal Mesh Morphing Gaussian Process Regression for Solving PDEs with non-Parametric Geometric Variations

Paper • 2502.11632 • Published Feb 17

fabiencasenave

updated a collection 8 months ago

Plaid datasets

A collection of datasets of physics problems provided in [PLAID](https://plaid-lib.readthedocs.io/) format • 16 items • Updated May 5 • 3

fabiencasenave

updated a Space 8 months ago

2D_ElastoPlastoDynamics visualization

Visualize 2D material dynamics samples

fabiencasenave

updated 3 datasets 9 months ago

PLAID-datasets/AirfRANS_clipped

Viewer • Updated Apr 10 • 908 • 324 • 1

PLAID-datasets/AirfRANS_original

Viewer • Updated Apr 10 • 907 • 439 • 1

PLAID-datasets/AirfRANS_remeshed

Viewer • Updated Apr 10 • 1k • 50 • 2

fabiencasenave

updated 2 collections 9 months ago

Plaid datasets visualization

9 items • Updated Aug 22

Plaid datasets

A collection of datasets of physics problems provided in [PLAID](https://plaid-lib.readthedocs.io/) format • 16 items • Updated May 5 • 3

fabiencasenave

updated 3 Spaces 9 months ago

VKI-LS59 visualization

Visualize 3D samples from VKI-LS59 dataset

Rotor37 visualization

Visualize 3D samples from the Rotor37 dataset

2D_Multiscale_Hyperelasticity visualization

Visualize 2D hyperelasticity samples