Concepedia

Heng Xiao

HX

Statistics

Publications

64

Citations

5.4K

H-Index

32

Active since

1996

Affiliations

Virginia Tech(Current)

Princeton University

Chinese Academy of Sciences

University of Chinese Academy of Sciences

ETH Zurich

Heng Xiao is an author at Virginia Tech specializing in computational fluid dynamics, fluid dynamics, and turbulent flow.

Publications per year

1996–2023

64

Publications

64

Turbulence Modeling in the Age of Data

Karthik Duraisamy, Gianluca Iaccarino, Heng Xiao · Annual Review of Fluid Mechanics · 2018 · 1.4K citations · Full text

Engineering, Aerospace Engineering, Computational Engineering +17

Physics-informed machine learning: case studies for weather and climate modelling

Karthik Kashinath, Mohamed Elhafiz Mustafa, Adrian Albert et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 639 citations

Natural Sciences, Computer Science, Physics +14

Quantifying and reducing model-form uncertainties in Reynolds-averaged Navier–Stokes simulations: A data-driven, physics-informed Bayesian approach

Heng Xiao, Jinlong Wu, Jianxun Wang et al. · Journal of Computational Physics · 2016 · 305 citations · Full text

Natural Sciences, Computational Engineering, Physics +16

Predictive large-eddy-simulation wall modeling via physics-informed neural networks

Xiang I. A. Yang, Sana Zafar, Jianxun Wang et al. · Physical Review Fluids · 2019 · 290 citations

Engineering, Computational Engineering, Physics +17

Seeing permeability from images: fast prediction with convolutional neural networks

Jinlong Wu, Xiaolong Yin, Heng Xiao · Science Bulletin · 2018 · 214 citations · Full text

Computing, Computer Science, Computer Vision +12

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