SOTAVerified

Physical Simulations

Papers

Showing 6170 of 100 papers

TitleStatusHype
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus0
Climate-sensitive Urban Planning through Optimization of Tree PlacementsCode0
Deep learning modelling of manufacturing and build variations on multi-stage axial compressors aerodynamics0
Multi-Resolution Active Learning of Fourier Neural OperatorsCode0
Predicting Fatigue Crack Growth via Path Slicing and Re-WeightingCode0
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives0
Generalizing Graph ODE for Learning Complex System Dynamics across Environments0
C(NN)FD -- a deep learning framework for turbomachinery CFD analysis0
A Crystal-Specific Pre-Training Framework for Crystal Material Property Prediction0
A high-efficiency model indicating the role of inhibition in the resilience of neuronal networks to damage resulting from traumatic injury0
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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