fluid dynamics

Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models NeurIPS 2023 EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers ICLR 2023 Fluid Dynamics-Inspired Network for Infrared Small Target Detection IJCAI 2023 Inferring Hybrid Neural Fluid Fields from Videos NeurIPS 2023 Learning to Estimate Single-View Volumetric Flow Motions without 3D Supervision ICLR 2023 Learning Vortex Dynamics for Fluid Inference and Prediction ICLR 2023 Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations NeurIPS 2023 NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition ICML 2023 PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers NeurIPS 2023 SurfsUP: Learning Fluid Simulation for Novel Surfaces ICCV 2023 Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NeurIPS 2022 Learning to Estimate and Refine Fluid Motion with Physical Dynamics ICML 2022 Message Passing Neural PDE Solvers ICLR 2022 Neural Conservation Laws: A Divergence-Free Perspective NeurIPS 2022 NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields ICML 2022 NOMAD: Nonlinear Manifold Decoders for Operator Learning NeurIPS 2022 Predicting Physics in Mesh-reduced Space with Temporal Attention ICLR 2022 Differentiable Fluids with Solid Coupling for Learning and Control AAAI 2021 Global Transport for Fluid Reconstruction With Learned Self-Supervision CVPR 2021 Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements ICCV 2021 AdvectiveNet: An Eulerian-Lagrangian Fluidic Reservoir for Point Cloud Processing ICLR 2020 Dynamic Fluid Surface Reconstruction Using Deep Neural Network CVPR 2020 TomoFluid: Reconstructing Dynamic Fluid From Sparse View Videos CVPR 2020 Deep Dynamical Modeling and Control of Unsteady Fluid Flows NeurIPS 2018 A Fast Robust 1D Flow Model for a Self-Oscillating Coupled 2D FEM Vocal Fold Simulation Interspeech 2017