Implicit factorized transformer approach to fast prediction of turbulent channel flows
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Huiyu, Wang, Yunpeng, Wang, Jianchun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Physics-Informed Transformer operator for the prediction of three-dimensional turbulence
by: Guo, Zhihong, et al.
Published: (2026)
by: Guo, Zhihong, et al.
Published: (2026)
Uncertainty quantification and stability of neural operators for prediction of three-dimensional turbulence
by: Zou, Xintong, et al.
Published: (2025)
by: Zou, Xintong, et al.
Published: (2025)
An Implicit Adaptive Fourier Neural Operator for Long-term Predictions of Three-dimensional Turbulence
by: Jiang, Yuchi, et al.
Published: (2025)
by: Jiang, Yuchi, et al.
Published: (2025)
Machine-learning-based simulation of turbulent flows over periodic hills using a hybrid U-Net and Fourier neural operator framework
by: Wang, Yunpeng, et al.
Published: (2025)
by: Wang, Yunpeng, et al.
Published: (2025)
Large-eddy simulation nets (LESnets) based on physics-informed neural operator for wall-bounded turbulence
by: Zhao, Sunan, et al.
Published: (2026)
by: Zhao, Sunan, et al.
Published: (2026)
Prediction of turbulent channel flow using Fourier neural operator-based machine-learning strategy
by: Wang, Yunpeng, et al.
Published: (2024)
by: Wang, Yunpeng, et al.
Published: (2024)
LESnets (Large-Eddy Simulation nets): Physics-informed neural operator for large-eddy simulation of turbulence
by: Zhao, Sunan, et al.
Published: (2024)
by: Zhao, Sunan, et al.
Published: (2024)
Integrating Fourier Neural Operator with Diffusion Model for Autoregressive Predictions of Three-dimensional Turbulence
by: Jiang, Yuchi, et al.
Published: (2025)
by: Jiang, Yuchi, et al.
Published: (2025)
Prediction of three-dimensional chemically reacting compressible turbulence based on implicit U-Net enhanced Fourier neural operator
by: Zhang, Zhiyao, et al.
Published: (2024)
by: Zhang, Zhiyao, et al.
Published: (2024)
Stable Fine-Time-Step Long-Horizon Turbulence Prediction with a Multi-Stepsize Mixture-of-Experts Neural Operator
by: Pan, Guanyu, et al.
Published: (2026)
by: Pan, Guanyu, et al.
Published: (2026)
A transformer-based neural operator for large-eddy simulation of turbulence
by: Li, Zhijie, et al.
Published: (2024)
by: Li, Zhijie, et al.
Published: (2024)
The discrete direct deconvolution model in the large eddy simulation of turbulence
by: Chang, Ning, et al.
Published: (2024)
by: Chang, Ning, et al.
Published: (2024)
Temperature transformation recovering the compressible law of the wall for turbulent channel flow
by: Xu, Youjie, et al.
Published: (2025)
by: Xu, Youjie, et al.
Published: (2025)
PointSAGE: Mesh-independent superresolution approach to fluid flow predictions
by: Sarkar, Rajat, et al.
Published: (2024)
by: Sarkar, Rajat, et al.
Published: (2024)
Physics-guided surrogate learning enables zero-shot control of turbulent wings
by: Wang, Yuning, et al.
Published: (2026)
by: Wang, Yuning, et al.
Published: (2026)
Causal features in turbulent channel flow
by: Osawa, Kosuke, et al.
Published: (2024)
by: Osawa, Kosuke, et al.
Published: (2024)
Nonlinear estimation in turbulent channel flows
by: Ding, Jitong, et al.
Published: (2024)
by: Ding, Jitong, et al.
Published: (2024)
Full-field prediction for engineering-scale three-dimensional aircraft with multigrid-hierarchical learning
by: Liu, Yunfei, et al.
Published: (2026)
by: Liu, Yunfei, et al.
Published: (2026)
Identifying regions of importance in wall-bounded turbulence through explainable deep learning
by: Cremades, Andres, et al.
Published: (2023)
by: Cremades, Andres, et al.
Published: (2023)
Coherent pressure structures in turbulent channel flow
by: Amaral, F. R., et al.
Published: (2021)
by: Amaral, F. R., et al.
Published: (2021)
A self-induced mechanism of large-scale helical structures in compressible turbulent flows
by: Yan, Zheng, et al.
Published: (2024)
by: Yan, Zheng, et al.
Published: (2024)
Reynolds number effects on turbulent flow in curved channels
by: Soldati, Giulio, et al.
Published: (2024)
by: Soldati, Giulio, et al.
Published: (2024)
Understanding the effect of wall elasticity in turbulent channel flows
by: Koseki, M., et al.
Published: (2025)
by: Koseki, M., et al.
Published: (2025)
Decrypting the temperature field in flow boiling with latent diffusion models
by: Na, UngJin, et al.
Published: (2025)
by: Na, UngJin, et al.
Published: (2025)
Differentially heated turbulent channel flow two-point correlations
by: Garcia-Berenguer, Marina, et al.
Published: (2024)
by: Garcia-Berenguer, Marina, et al.
Published: (2024)
Mode-to-mode nonlinear energy transfer in turbulent channel flows
by: Ding, Jitong, et al.
Published: (2024)
by: Ding, Jitong, et al.
Published: (2024)
Multiscale circulation in wall-parallel planes of turbulent channel flows
by: Duan, Peng-Yu, et al.
Published: (2025)
by: Duan, Peng-Yu, et al.
Published: (2025)
Mean velocity profile in stably stratified turbulent channel flow
by: Kotturshettar, Sanath, et al.
Published: (2025)
by: Kotturshettar, Sanath, et al.
Published: (2025)
On-off pumping for drag reduction in a turbulent channel flow
by: Rota, Giulio Foggi, et al.
Published: (2023)
by: Rota, Giulio Foggi, et al.
Published: (2023)
Thin ring wing as a means of flow improvement upstream of a propeller
by: Sluchak, Vladimir
Published: (2025)
by: Sluchak, Vladimir
Published: (2025)
Lazy Diffusion: Mitigating spectral collapse in generative diffusion-based stable autoregressive emulation of turbulent flows
by: Sambamurthy, Anish, et al.
Published: (2025)
by: Sambamurthy, Anish, et al.
Published: (2025)
Diff-SPORT: Diffusion-based Sensor Placement Optimization and Reconstruction of Turbulent flows in urban environments
by: Vishwasrao, Abhijeet, et al.
Published: (2025)
by: Vishwasrao, Abhijeet, et al.
Published: (2025)
Transition route to elastic and elasto-inertial turbulence in polymer channel flows
by: Beneitez, Miguel, et al.
Published: (2024)
by: Beneitez, Miguel, et al.
Published: (2024)
Transport and modeling of subgrid-scale turbulent kinetic energy in channel flows
by: Inagaki, Kazuhiro, et al.
Published: (2021)
by: Inagaki, Kazuhiro, et al.
Published: (2021)
Spatio-temporal characterization of nonlinear forcing and response in turbulent channel flow
by: Huang, Yuting, et al.
Published: (2025)
by: Huang, Yuting, et al.
Published: (2025)
Experimental investigation of ridge-induced secondary motions in turbulent channel flows
by: Nilsson-Takeuchi, Mattias, et al.
Published: (2025)
by: Nilsson-Takeuchi, Mattias, et al.
Published: (2025)
Effect of Reynolds number on triboelectric particle charging in turbulent channel flow
by: Wilms, Christoph, et al.
Published: (2026)
by: Wilms, Christoph, et al.
Published: (2026)
A compressible Reynolds-averaged mixing model considering turbulent entropy and heat flux
by: Xie, Hansong, et al.
Published: (2025)
by: Xie, Hansong, et al.
Published: (2025)
Anomalous Reynolds stress and dynamic mechanisms in two-dimensional elasto-inertial turbulence of viscoelastic channel flow
by: Cheng, Haotian, et al.
Published: (2025)
by: Cheng, Haotian, et al.
Published: (2025)
A deep learning approach to wall-shear stress quantification: From numerical training to zero-shot experimental application
by: Lagemann, Esther, et al.
Published: (2024)
by: Lagemann, Esther, et al.
Published: (2024)
Similar Items
-
Physics-Informed Transformer operator for the prediction of three-dimensional turbulence
by: Guo, Zhihong, et al.
Published: (2026) -
Uncertainty quantification and stability of neural operators for prediction of three-dimensional turbulence
by: Zou, Xintong, et al.
Published: (2025) -
An Implicit Adaptive Fourier Neural Operator for Long-term Predictions of Three-dimensional Turbulence
by: Jiang, Yuchi, et al.
Published: (2025) -
Machine-learning-based simulation of turbulent flows over periodic hills using a hybrid U-Net and Fourier neural operator framework
by: Wang, Yunpeng, et al.
Published: (2025) -
Large-eddy simulation nets (LESnets) based on physics-informed neural operator for wall-bounded turbulence
by: Zhao, Sunan, et al.
Published: (2026)