SOTAVerified

Physical Simulations

Papers

Showing 7180 of 100 papers

TitleStatusHype
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods0
Simulation toolkit for digital material characterization of large image-based microstructuresCode0
TPA-Net: Generate A Dataset for Text to Physics-based Animation0
Exploring Physical Latent Spaces for High-Resolution Flow Restoration0
Wavelet-based Loss for High-frequency Interface Dynamics0
Neural Posterior Estimation with Differentiable Simulators0
Simulating Liquids with Graph Networks0
E-LMC: Extended Linear Model of Coregionalization for Spatial Field Prediction0
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature0
Constraint-based graph network simulator0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HOOD_OuterChamfer (cm)5.36Unverified
2PBNS_DressChamfer (cm)4.87Unverified
3PBNS_OuterChamfer (cm)4.86Unverified
4NCS_OuterChamfer (cm)4.74Unverified
5NCS_DressChamfer (cm)4.55Unverified
6HOOD_DressChamfer (cm)4.29Unverified
7PBNS_UpperChamfer (cm)2.69Unverified
8HOOD_UpperChamfer (cm)2.67Unverified
9NCS_UpperChamfer (cm)2.11Unverified
10HOOD_LowerChamfer (cm)2.07Unverified