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fluid dynamics

38 papers

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Co-occurring keywords

physics simulation (129) partial differential equation (222) neural operator (74) neural network (6616) computational fluid dynamics (22) fluid simulation (11) navier-stokes equation (11) diffusion model (3751) optimal control (218) 3d reconstruction (2253)

Papers

FCMO: A Flow-Curv Mamba Operator for Large-Scale 3D Vehicle Aerodynamics AAAI 2026
Learning Droplet Dynamics on Rough Unstructured Surfaces Using Physics-Informed Neural Networks (Student Abstract) AAAI 2026
Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame AAAI 2026
Beyond Blur: A Fluid Perspective on Generative Diffusion Models ICCV 2025
A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025
DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction NIPS 2024
DiffPhyCon: A Generative Approach to Control Complex Physical Systems NIPS 2024
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis NIPS 2024
Learning Reduced Fluid Dynamics AAAI 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Real-world fluid directed rigid body control via deep reinforcement learning L4DC 2024
Fluid Dynamics-Inspired Emotional Analysis in Shakespearean Tragedies: A Novel Computational Linguistics Methodology COLING 2024
Neural Physical Simulation with Multi-Resolution Hash Grid Encoding AAAI 2024
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators NIPS 2024
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning NIPS 2024
PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling NIPS 2024
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation NIPS 2024
Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models NIPS 2023
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers NIPS 2023
Fluid Dynamics-Inspired Network for Infrared Small Target Detection IJCAI 2023
Inferring Hybrid Neural Fluid Fields from Videos NIPS 2023
Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations NIPS 2023
NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition ICML 2023
SurfsUP: Learning Fluid Simulation for Novel Surfaces ICCV 2023
Learning to Estimate and Refine Fluid Motion with Physical Dynamics ICML 2022