SOTAVerified

Physical Simulations

Papers

Showing 1120 of 100 papers

TitleStatusHype
Phys4DGen: A Physics-Driven Framework for Controllable and Efficient 4D Content Generation from a Single Image0
Accelerate Neural Subspace-Based Reduced-Order Solver of Deformable Simulation by Lipschitz Optimization0
Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch AttackCode0
Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation0
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design0
`Just One More Sensor is Enough' -- Iterative Water Leak Localization with Physical Simulation and a Small Number of Pressure Sensors0
Learnable & Interpretable Model Combination in Dynamical Systems Modeling0
Efficient Probabilistic Modeling of Crystallization at Mesoscopic ScaleCode0
Enforcing the Principle of Locality for Physical Simulations with Neural Operators0
Interpolating neural network: A novel unification of machine learning and interpolation theoryCode1
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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