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Xiantao Fan

University of Notre Dame

361 Mendoza College of Business

Notre Dame, IN 46556-5646

United States

SCHOLARLY PAPERS

5

DOWNLOADS

234

TOTAL CITATIONS

1

Scholarly Papers (5)

1.

Neural Differentiable Modeling with Diffusion-Based Super-Resolution for Two-Dimensional Spatiotemporal Turbulence

Number of pages: 42 Posted: 28 Jun 2024
Xiantao Fan, Deepak Akhare and Jian-Xun Wang
University of Notre Dame, University of Notre Dame and University of Notre Dame
Downloads 94 (720,278)
Citation 1

Abstract:

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Differentiable programming, Super-resolution, Scientific Machine Learning, Deep Neural Network, Conditional Diffusion Model, Generative AI

2.

Energy Harvesting of Unequal Height Tandem Cylindrical Fiv Considering Wind Direction

Number of pages: 34 Posted: 25 Dec 2024
Tianjin University, University of Notre Dame, Tianjin University, Tianjin University, Tianjin University, Tianjin University and Tianjin University - School of Chemical Engineering & Technology
Downloads 43 (1,145,425)

Abstract:

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Flow-induced vibration, energy harvesting, Tandem arrangement, Wind direction effects, Sheltering effect

3.

Suppression of Flow-Induced Vibration of Three Tandem Cylinders by Helical Strakes Under Wake Induced Galloping

Number of pages: 30 Posted: 30 Dec 2023
bowen Tang, Xiantao Fan, Jiawei Wang and Wei Tan
Tianjin University, University of Notre Dame, Tianjin University and Tianjin University - School of Chemical Engineering & Technology
Downloads 40 (1,183,237)

Abstract:

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Flow-induced vibration (FIV), Helical strakes, vibration control, Tandem arrangement, Fluid dynamics

4.

Differentiable Hybrid Neural Modeling for Fluid-Structure Interaction

Number of pages: 42 Posted: 02 May 2023
Xiantao Fan and Jian-Xun Wang
University of Notre Dame and University of Notre Dame
Downloads 35 (1,249,711)

Abstract:

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Fluid-structure interactions, Differentiable programming, Scientific Machine Learning, deep neural network, Computational fluid dynamics acceleration

5.

Diff-Flowfsi: A Gpu-Optimized Differentiable Cfd Platform for High-Fidelity Turbulence and Fsi Simulations

Number of pages: 59 Posted: 14 Jun 2025
University of Notre Dame, University of Notre Dame, University of Notre Dame and University of Notre Dame
Downloads 22 (1,424,331)

Abstract:

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Fluid-structure interactions, Wall-bounded turbulence, Differentiable programming, scientific machine learning, JAX