physical simulation

3DDM: Physically-based Anisotropic 3D Diffusion Model with 3D Gaussian for Point Cloud Completion AAAI 2026 MotionPhysics: Learnable Motion Distillation for Text-Guided Simulation AAAI 2026 NeuROK: Generative 4D Neural Object Kinematics CVPR 2026 NeuSpring: Neural Spring Fields for Reconstruction and Simulation of Deformable Objects from Videos AAAI 2026 PhysGaia: A Physics-aware Benchmark with Multi-Body Interactions for Dynamic Novel View Synthesis CVPR 2026 Physical Simulator In-the-Loop Video Generation CVPR 2026 ReWeaver: Towards Simulation-Ready and Topology-Accurate Garment Reconstruction CVPR 2026 SOPHY: Generating Simulation-Ready Objects with Physical Materials WACV 2026 Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation CVPR 2026 Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC IJCAI 2025 MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World CVPR 2025 PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? CVPR 2025 Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication NeurIPS 2024 PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation ECCV 2024 Physically Compatible 3D Object Modeling from a Single Image NeurIPS 2024 Position: Is machine learning good or bad for the natural sciences? ICML 2024 Boundary Graph Neural Networks for 3D Simulations AAAI 2023 ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field ICCV 2023 Grounding Graph Network Simulators using Physical Sensor Observations ICLR 2023 Learning Efficient Surrogate Dynamic Models with Graph Spline Networks NeurIPS 2023 MMGP: a Mesh Morphing Gaussian Process-based machine learning method for regression of physical problems under nonparametrized geometrical variability NeurIPS 2023 Constraint-based graph network simulator ICML 2022 Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction CVPR 2022 Infinite-Fidelity Coregionalization for Physical Simulation NeurIPS 2022 Learning to Estimate and Refine Fluid Motion with Physical Dynamics ICML 2022