CV

Education

• Ph.D. in Aeronautic Engineering, Polytechnic University of Madrid (UPM), Sept 2018 - Feb 2022
  • Thesis: Dynamic Mode Decomposition Based Algorithms as Feature Detection Techniques:Application to Large Flow Databases.[DOI]
  • Supervisor: Prof. Eusebio Valero and Dr. Jesús Garicano-Mena.
• Ph.D. in Fluid Mechanics, Zhejiang University (ZJU), Sept 2015 - Sept 2021
  • Thesis: Feature Extraction Method of Turbulent Boundary Layer and Its Applications Based on Dynamic Mode Decomposition.
  • Supervisor: Prof. Yao Zheng (CN/EN).
• B.Sc. in Aircraft Design and Engineering, Northwestern Polytechnical University (NPU), Sept 2011 - July 2015
  • Thesis: Aerodynamic Shape Optimization Design of Aircraft Based on Genetic Algorithm.
  • Supervisor: Prof. Min Xu and Prof. Xiaomin An (CN/EN).

Work experience

• Spring 2024: Interim Associate Professor
  • Beihang University
  • Duties included: Study on data-driven feature extraction methods and application of fluid mechanics on reliability theory
  • Collaborator: Prof. Rui Kang (CN/EN)
• Spring 2022: Post Doctor
  • Zhejiang University
  • Duties included: Study on multiphase flow simulation of smoke in porous filters and development of filter product design models
  • Supervisor: Prof. Jiaqi Luo (CN/EN)
• Fall 2021: AI algorithms engineer
  • The China Financial Futures Exchange
  • Duties included: R&D of NLP algorithms on large text content
  • Supervisor: Dr. Zhongchen Miao

Skills

• Programming
  • Python (Pandas, PyTorch, NumPy, Scikit‑learn. etc.)
  • MATLAB
  • Fortran
• Productivity
  • ANSYS, Linux, Shell (Bash/Zsh), Git
  • LaTex(Overleaf/Markdown), Microsoft Office
• Languages
  • English: IELTS B2
  • Spanish: UPM Language Center B1

Publications

A composite dynamic mode decomposition analysis of turbulent channel flows

Jesús Garicano-Mena, Binghua Li, Esteban Ferrer, Eusebio Valero. (2019) "A composite dynamic mode decomposition analysis of turbulent channel flows" Physics of Fluids. 31(11):115102.

Dynamic Mode Decomposition Analysis of Spatially Agglomerated Flow Databases

Binghua Li, Jesús Garicano-Mena, Yao Zheng, Eusebio Valero. (2020) "Dynamic Mode Decomposition Analysis of Spatially Agglomerated Flow Databases" Energies. 13(9):2134.

A dynamic mode decomposition technique for the analysis of non–uniformly sampled flow data

Binghua Li, Jesús Garicano-Mena, Eusebio Valero. (2022) "A dynamic mode decomposition technique for the analysis of non–uniformly sampled flow data" Journal of Computational Physics. 468(3):111495.

Academic Advising

• Design Optimization of Fan Blade Using RBF‑based Neural Network, Jun 2023
  • Zhen Fu, master thesis at ZJU
  • Co-supervised with Prof. Jiaqi Luo.
• On the application of variants of the DMD and POD algorithms for the analysis of Turbulent Channel Flow, Jun 2019
  • Xiyu Wang, bachelor thesis at NPU
  • Co-supervised with Dr. Jesús Garicano-mena.

Journal Reviewer

• Physics of Fluid
• Ocean Engineering
• Energies

Honors and Awards

• 2022, Sobresaliente cum laude(Outstanding with highest honors), UPM Graduate Record
• 2021, Outstanding Graduates of Zhejiang University in 2021, Academic Committee of ZJU
• 2018, Joint training PhD candidate Funding, China Scholarship Council Annual Program
• 2017, Excellent PhD Candidate Position Grants, ZJU PhD Candidate Mid‑term Defence
• 2015, Meritorious Winner (Global Top 2%), Interdisciplinary Contest in Modeling of America (ICM)
• 2013, Outstanding Winner and Special‑class Scholarship (Top 10/all), NPU Undergraduates Annual Defence
• 2012, National Scholarship, Ministry of Education of the People’s Republic of China