conftrace_

computational fluid dynamics

22 papers

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Also known as

CFD

Co-occurring keywords

graph neural network (3962) surrogate model (181) partial differential equation (222) navier-stokes equation (11) fluid dynamics (38) deep learning (2118) neural operator (74) fourier neural operator (22) acoustic simulation (20) neural network (6616)

Papers

Integrating Fourier Neural Operators into High-Fidelity Helicopter Flight Simulation for Real-Time Urban Wind Prediction AAAI 2026
FCMO: A Flow-Curv Mamba Operator for Large-Scale 3D Vehicle Aerodynamics AAAI 2026
PINGS-X: Physics-Informed Normalized Gaussian Splatting with Axes Alignment for Efficient Super-Resolution of 4D Flow MRI AAAI 2026
Physically-Informed Flow Matching with Graph Neural Networks for Complex Fluid Dynamics AAAI 2026
AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries AAAI 2025
CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics IJCAI 2025
AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation CVPR 2025
Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries IJCAI 2024
COPD-FlowNet: Elevating Non-invasive COPD Diagnosis with CFD Simulations (Student Abstract) AAAI 2024
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NIPS 2024
WindsorML: High-Fidelity Computational Fluid Dynamics Dataset For Automotive Aerodynamics NIPS 2024
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NIPS 2023
Geometry-Informed Neural Operator for Large-Scale 3D PDEs NIPS 2023
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions NIPS 2022
Latent Space Simulation for Carbon Capture Design Optimization AAAI 2022
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022
Pedestrian Wind Factor Estimation in Complex Urban Environments ACML 2021
Comparison Between Lumped-Mass Modeling and Flow Simulation of the Reed-Type Artificial Vocal Fold INTERSPEECH 2021
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction ICML 2020
Deep Dynamical Modeling and Control of Unsteady Fluid Flows NIPS 2018
Learning Dynamics Across Similar Spatiotemporally-Evolving Physical Systems CORL 2017
Experimental Validation of Sound Generated from Flow in Simplified Vocal Tract Model of Sibilant /s/ INTERSPEECH 2016