SOTAVerified

Physical Simulations

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 100 papers

TitleStatusHype
Space and Time Continuous Physics Simulation From Partial Observations—0
Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh TransformerCode1
Data-Driven Autoencoder Numerical Solver with Uncertainty Quantification for Fast Physical SimulationsCode1
DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation—0
Neural General Circulation Models for Weather and ClimateCode2
Learning the dynamics of a one-dimensional plasma model with graph neural networksCode0
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus—0
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical SystemsCode1
Climate-sensitive Urban Planning through Optimization of Tree PlacementsCode0
Deep learning modelling of manufacturing and build variations on multi-stage axial compressors aerodynamics—0
DeepZero: Scaling up Zeroth-Order Optimization for Deep Model TrainingCode1
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 Primitives—0
Generalizing Graph ODE for Learning Complex System Dynamics across Environments—0
C(NN)FD -- a deep learning framework for turbomachinery CFD analysis—0
A Crystal-Specific Pre-Training Framework for Crystal Material Property Prediction—0
Sim-Suction: Learning a Suction Grasp Policy for Cluttered Environments Using a Synthetic BenchmarkCode1
A high-efficiency model indicating the role of inhibition in the resilience of neuronal networks to damage resulting from traumatic injury—0
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods—0
Grounding Graph Network Simulators using Physical Sensor ObservationsCode1
Simulation toolkit for digital material characterization of large image-based microstructuresCode0
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing DynamicsCode1
Neural Cloth SimulationCode2
TPA-Net: Generate A Dataset for Text to Physics-based Animation—0
Show:102550
← PrevPage 2 of 4Next →

Benchmark Results

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