Group

Faculty

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Junming DUAN (段俊明)

Dr. Junming DUAN is a tenure-track Assistant Professor at the School of Science and Engineering (SSE), The Chinese University of Hong Kong (Shenzhen). He received his B.Sc. (2016) and Ph.D. (2021) from Peking University. Later he worked as a postdoctoral researcher at École Polytechnique Fédérale de Lausanne (EPFL), and then at the University of Würzburg. His research focuses on numerical computation in fluid dynamics, particularly high-order numerical methods and AI-driven efficient reduced-order modeling. Among other recognitions and awards, he was awarded with the Excellent Young Scientists Fund (Overseas), and the Humboldt Research Fellowship for Postdocs.

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Visiting PhD Students

  • Mr. Yixiao TANG from Peking University • Mar 2026 - May 2026
  • Mr. Zexuan YANG from Peking University • Mar 2026 - May 2026

Bachelor Students

  • Mr. Kezhi WANG from CUHK-SZ • Mar 2026 - Oct 2026 • supported by CRIS26029
  • Mr. Kalong WU from CUHK-SZ • Mar 2026 - Oct 2026 • supported by CRIS26029

Past Mentorship

  • Master thesis: Enhancing the prediction of aerodynamic forces based on sparse pressure sensor inputs by using machine learning, Thomas Schuster, University of Würzburg (with Prof. Christian Klingenberg) • Fall 2024 - Fall 2025
  • Master thesis: Reduced order modeling for time dependent parametrized problems coupled with uncertainty quantification, Andrea Lörke, University of Würzburg (with Prof. Christian Klingenberg) • Fall 2023 - Fall 2024
  • Master thesis: GPU-accelerated numerical simulations of hyperbolic conservation laws using entropy stable schemes and adaptive moving mesh method, Bartul Kovacic, EPFL (with Prof. Jan S. Hesthaven) • Fall 2023
  • Master thesis: Investigation of the aerosol evolution and delivery into the upper airway under transient conditions, Filippo Zacchei, EPFL (with Prof. Jan S. Hesthaven) • Fall 2022
  • Master thesis: High-order entropy stable discontinuous Galerkin schemes using artificial viscosity, Louis Vincent Marie Jaugey, EPFL (with Prof. Jan S. Hesthaven) • Fall 2022
  • Semester project: Scalable implementation of high-order entropy stable finite difference schemes, Bartul Kovacic, EPFL (with Prof. Jan S. Hesthaven) • Fall 2022