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Curriculum vitae summary covering appointments, education, awards, publications, and technical skills.

General Information

Name Yuanwei Bin
Email ybin@eitech.edu.cn
Website www.ywbin.com
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ORCID 0000-0001-7722-7885
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Professional Appointments

  • 2025 - on
    Director of AI Software Department
    Tenfong Technology Co., Ltd., Shenzhen, China
  • 2024 - on
    Research Assistant Professor
    College of Engineering, Eastern Institute of Technology, Ningbo, China
  • 2021 - 2023
    Visiting Scholar
    FPCRL (PI: Xiang I.A. Yang), The Pennsylvania State University, USA

Education

  • 2019 - 2024
    Doctor of Philosophy degree in Mechanics
    Peking University
    • Advisor: Yipeng Shi
  • 2015 - 2019
    Bachelor degree in Energy Engineering
    University of Science and Technology of China
  • 2015 - 2019
    Double degree in Computer Science
    University of Science and Technology of China
  • 2017 - 2017
    Exchange Student
    National Tsing Hua University

Notable Awards and Scholarships

  • 2024
    • Winner (1/323) of Rapid Aerodynamic Drag Prediction for Arbitrary 3D Vehicle Competition, IJCAI 2024
  • 2023
    • CFD Best Paper Award, IMECE 2023
    • Peking University President's Scholarship
  • 2021
    • Peking University President's Scholarship
    • Outstanding Graduate of University of Science and Technology of China

Publications

  • 2026
    • GeoFormer: Mesh-Free Geometry-to-Flow Alignment Framework for Real-Time Aerodynamics on Non-Watertight CAD. Physics of Fluids.
  • 2025
    • Spatially-aware transformer operator for real-time aerodynamic evaluations of arbitrary three-dimensional vehicles. Journal of Computational Physics.
    • Large language model driven development of turbulence models. FLOW.
    • Data-enabled reduction of the time complexity of iterative solvers. Journal of Computational Physics.
  • 2024
    • Direct numerical simulation of the 7-7-7 film cooling at a range of compound angles. International Journal of Heat and Mass Transfer.
    • Constrained re-calibration of two-equation Reynolds-averaged Navier-Stokes models. Theoretical and Applied Mechanics Letters.
  • 2023
    • Large-eddy simulation of separated flows on unconventionally coarse grids. Journal of Fluid Engineering.
    • A priori screening of data-enabled turbulence models. Physical Review Fluids.
    • Constrained re-calibration of Reynolds-averaged Navier-Stokes models. AIAA Journal.
    • A priori investigation on heavy particles' movement in compressible homogeneous isotropic turbulence. Chinese Journal of Theoretical and Applied Mechanics.
    • Data-enabled re-calibration of the Spalart-Allmaras model. AIAA Journal.
  • 2022
    • Evolution of two counter-rotating vortices in a stratified turbulent environment. Journal of Fluid Mechanics.
    • Progressive, extrapolative machine learning for near-wall turbulence modeling. Physical Review Fluids.
  • 2021
    • A new idea to predict reshocked Richtmyer-Meshkov mixing: Constrained large-eddy simulation. Journal of Fluid Mechanics.

Technical and Personal skills

Programming Languages C, C++, Python, Fortran, Matlab
Industry Software Skills OpenFOAM, PointWise, SolidWorks, AutoCAD, etc.