Xiantao Fan

University of Notre Dame — United States

Engineering · Physical Sciences

12h-index397citations43works6.82yr avg
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Research Topics

Fluid Dynamics and Vibration Analysis(19), Vibration and Dynamic Analysis(15), Wind and Air Flow Studies(14), Fluid Dynamics and Turbulent Flows(12), Model Reduction and Neural Networks(9)

Publications43 total

Conditional flow matching for generative modelling of near-wall turbulence with quantified uncertainty
Journal of Fluid Mechanics·2026Open Access
Conditional neural field for spatial dimension reduction of turbulence data: A comparison study
Physics of Fluids·2026
Generative Reconstruction of Spatiotemporal Wall-Pressure in Turbulent Boundary Layers via Patchwise Latent Diffusion
arXiv (Cornell University)·2025Open Access
Diff-FlowFSI: A GPU-optimized differentiable CFD platform for high-fidelity turbulence and FSI simulations
Computer Methods in Applied Mechanics and Engineering·2025· 1 cited
Diff-FlowFSI: A GPU-Optimized Differentiable CFD Platform for High-Fidelity Turbulence and FSI Simulations
arXiv (Cornell University)·2025· 1 citedOpen Access
CoNFiLD-inlet: Synthetic turbulence inflow using generative latent diffusion models with neural fields
Physical Review Fluids·2025· 4 cited
Energy harvesting of unequal-height cylindrical FIV considering wind direction
International Journal of Mechanical Sciences·2025· 12 cited
Conditional neural field for spatial dimension reduction of turbulence data: a comparison study
SSRN Electronic Journal·2025Open Access
Diff-Flowfsi: A Gpu-Optimized Differentiable Cfd Platform for High-Fidelity Turbulence and Fsi Simulations
SSRN Electronic Journal·2025· 2 citedOpen Access
Insights to the Transition Regimes of Flow-Induced Vibration for Three Tandem Cylinders
The International Journal of Acoustics and Vibration·2024· 2 citedOpen Access
Conditional neural field latent diffusion model for generating spatiotemporal turbulence
Nature Communications·2024· 53 citedOpen Access
CoNFiLD-inlet: Synthetic Turbulence Inflow Using Generative Latent Diffusion Models with Neural Fields
arXiv (Cornell University)·2024Open Access
Neural differentiable modeling with diffusion-based super-resolution for two-dimensional spatiotemporal turbulence
Computer Methods in Applied Mechanics and Engineering·2024· 24 cited
Neural Differentiable Modeling with Diffusion-Based Super-resolution for Two-Dimensional Spatiotemporal Turbulence
arXiv (Cornell University)·2024Open Access
CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
2024· 3 citedOpen Access
Hydrodynamic Performance Study of a Reciprocating Plate Column Dirven by Electro-permanent Magnet Technology
Machines·2024· 3 citedOpen Access
Bayesian conditional diffusion models for versatile spatiotemporal turbulence generation
Computer Methods in Applied Mechanics and Engineering·2024· 23 cited
Suppression of wake-induced galloping of tandem cylinders by helical strakes
International Journal of Mechanical Sciences·2024· 11 cited
CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence
arXiv (Cornell University)·2024Open Access
Neural Differentiable Modeling with Diffusion-Based Super-Resolution for Two-Dimensional Spatiotemporal Turbulence
SSRN Electronic Journal·2024· 4 citedOpen Access
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Frequent Co-authors

Jianxun Wang(18), Wei Tan(15), Yang Wang(9), Xin‐Yang Liu(8), Meet Hemant Parikh(7), Bowen Tang(6), Kai Guo(5), Pan Du(4), Wei Tan(4), Deepak Akhare(3), Pan Du(3), Hongsheng Zhang(3), Liyan Liu(3), Meng Wang(3), Kai Guo(3), Wang Zhong-chen(2), Jiawei Wang(2), Lian Duan(2), Zhanbin Jia(2), Jiawei Wang(2)