PLAID-datasets

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AI & ML interests

AI & ML for physics

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fabiencasenave authored a paper about 2 months ago

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

fabiencasenave updated a dataset about 2 months ago

PLAID-datasets/2D_ElastoPlastoDynamics

fabiencasenave updated a dataset 2 months ago

PLAID-datasets/VKI-LS59

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This community offers datasets tailored for developing AI and machine learning algorithms focused on physics-based numerical computations, along with visualization applications to explore these datasets. The community PLAID Benchmarks hosts benchmarks on these datasets.

Collections 2

spaces 8

2D_ElastoPlastoDynamics visualization

Visualize 2D ElastoPlastoDynamics samples

AirfRANS original visualization

Visualize fluid flow samples from AirfRANS dataset

VKI-LS59 visualization

Visualize 3D samples from VKI-LS59 dataset

Rotor37 visualization

Visualize 3D samples from Rotor37 dataset

2D_Multiscale_Hyperelasticity visualization

Visualize 2D elasticity samples from a dataset

Tensile2d visualization

Visualize tensile test samples with 3D models

models 0

None public yet

datasets 9

PLAID-datasets/2D_ElastoPlastoDynamics

Viewer • Updated May 5 • 904 • 201 • 1

PLAID-datasets/VKI-LS59

Viewer • Updated Apr 28 • 839 • 41 • 2

PLAID-datasets/2D_Multiscale_Hyperelasticity

Viewer • Updated Apr 27 • 1.14k • 49 • 2

PLAID-datasets/Tensile2d

Viewer • Updated Apr 27 • 702 • 25 • 1

PLAID-datasets/Rotor37

Viewer • Updated Apr 27 • 1.19k • 79 • 1

PLAID-datasets/2D_profile

Viewer • Updated Apr 27 • 400 • 39 • 1

PLAID-datasets/AirfRANS_clipped

Viewer • Updated Apr 10 • 908 • 9 • 1

PLAID-datasets/AirfRANS_original

Viewer • Updated Apr 10 • 907 • 63 • 1

PLAID-datasets/AirfRANS_remeshed

Viewer • Updated Apr 10 • 1k • 29 • 2