SOTAVerified

Physical Simulations

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 100 papers

TitleStatusHype
DecoupledGaussian: Object-Scene Decoupling for Physics-Based Interaction—0
DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation—0
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives—0
Discovering Interpretable Physical Models using Symbolic Regression and Discrete Exterior Calculus—0
Efficient nonlinear manifold reduced order model—0
Exploring Physical Latent Spaces for High-Resolution Flow Restoration—0
Frequency-aware Interface Dynamics with Generative Adversarial Networks—0
Fusing Neural and Physical: Augment Protein Conformation Sampling with Tractable Simulations—0
Generalizing Graph ODE for Learning Complex System Dynamics across Environments—0
Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC—0
In-Distribution Interpretability for Challenging Modalities—0
`Just One More Sensor is Enough' -- Iterative Water Leak Localization with Physical Simulation and a Small Number of Pressure Sensors—0
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks—0
Learnable & Interpretable Model Combination in Dynamical Systems Modeling—0
Local Geometric Indexing of High Resolution Data for Facial Reconstruction from Sparse Markers—0
ML4PhySim : Machine Learning for Physical Simulations Challenge (The airfoil design)—0
Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature—0
Multi-Fidelity Black-Box Optimization with Hierarchical Partitions—0
Multi-Physics Simulations via Coupled Fourier Neural Operator—0
Neural Posterior Estimation with Differentiable Simulators—0
NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design—0
On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods—0
Phys4DGen: A Physics-Driven Framework for Controllable and Efficient 4D Content Generation from a Single Image—0
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?—0
Predicting Natural Hazards with Neuronal Networks—0
Realistic Surgical Simulation from Monocular Videos—0
Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera—0
Simulating Liquids with Graph Networks—0
Soft Checksums to Flag Untrustworthy Machine Learning Surrogate Predictions and Application to Atomic Physics Simulations—0
Space and Time Continuous Physics Simulation From Partial Observations—0
TPA-Net: Generate A Dataset for Text to Physics-based Animation—0
Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation—0
Wavelet-based Loss for High-frequency Interface Dynamics—0
Amortized Synthesis of Constrained Configurations Using a Differentiable SurrogateCode0
Urban Sound Propagation: a Benchmark for 1-Step Generative Modeling of Complex Physical SystemsCode0
CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated AnnealingCode0
Multi-Resolution Active Learning of Fourier Neural OperatorsCode0
Measurement of refractive index of single microparticlesCode0
HuBeRo - a Framework to Simulate Human Behaviour in Robot ResearchCode0
3D mesh processing using GAMer 2 to enable reaction-diffusion simulations in realistic cellular geometriesCode0
Simulation toolkit for digital material characterization of large image-based microstructuresCode0
UnrealCV: Connecting Computer Vision to Unreal EngineCode0
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational InversionsCode0
Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch AttackCode0
Efficient Probabilistic Modeling of Crystallization at Mesoscopic ScaleCode0
Learning the dynamics of a one-dimensional plasma model with graph neural networksCode0
Physics-driven Fire Modeling from Multi-view ImagesCode0
Climate-sensitive Urban Planning through Optimization of Tree PlacementsCode0
Predicting Fatigue Crack Growth via Path Slicing and Re-WeightingCode0
Symmetric Basis Convolutions for Learning Lagrangian Fluid MechanicsCode0
Show:102550
← PrevPage 2 of 2Next →

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