physics simulation

Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NeurIPS 2022 HoD-Net: High-Order Differentiable Deep Neural Networks and Applications AAAI 2022 Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NeurIPS 2022 Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022 MotionAug: Augmentation With Physical Correction for Human Motion Prediction CVPR 2022 NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos NeurIPS 2022 Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022 NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields ICML 2022 Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NeurIPS 2022 PlasticityNet: Learning to Simulate Metal, Sand, and Snow for Optimization Time Integration NeurIPS 2022 Predicting Physics in Mesh-reduced Space with Temporal Attention ICLR 2022 ROS-PyBullet Interface: A Framework for Reliable Contact Simulation and Human-Robot Interaction CoRL 2022 Scale-invariant Learning by Physics Inversion NeurIPS 2022 SNUG: Self-Supervised Neural Dynamic Garments CVPR 2022 Stability-Driven Contact Reconstruction From Monocular Color Images CVPR 2022 Trajectory Optimization for Physics-Based Reconstruction of 3D Human Pose From Monocular Video CVPR 2022 Virtual Elastic Objects CVPR 2022 A Deep Emulator for Secondary Motion of 3D Characters CVPR 2021 A Survey of Machine Learning-Based Physics Event Generation IJCAI 2021 Conditionally Parameterized, Discretization-Aware Neural Networks for Mesh-Based Modeling of Physical Systems NeurIPS 2021 Differentiable Fluids with Solid Coupling for Learning and Control AAAI 2021 Dynamics-regulated kinematic policy for egocentric pose estimation NeurIPS 2021 Fast and Feature-Complete Differentiable Physics Engine for Articulated Rigid Bodies with Contact Constraints RSS 2021 Habitat 2.0: Training Home Assistants to Rearrange their Habitat NeurIPS 2021 Learning Model Preconditions for Planning with Multiple Models CoRL 2021