​​​​Dr. Mengwu Guo (郭孟武) is currently an Assistant Professor in the Department of Applied Mathematics at the University of Twente. ​​His research interests lie in the broad area of computational science and engineering with a focus on model order reduction, data-driven modeling, uncertainty quantification, scientific machine learning, as well as verification and validation. With an interdisciplinary background between engineering science and computational mathematics, Mengwu has been dedicated to the development of high-performance numerical methods towards real-world engineering applications.

Education

  • ​PhD in Civil Engineering with top honors | Tsinghua University | August 2013 – July 2017 | Supervised by Prof. Hongzhi Zhong
  • Bachelor of Engineering in Civil Engineering with top honors | Tsinghua University | August 2009 – July 2013 | Grade average: 93.11/100, ranking the 1st out of 104
Find Mengwu @ Google Scholar, ResearchGate, ORCID, Scopus, Publons
​Click here to visit Mengwu's personnel webpage at U Twennte

Updates
  • Mengwu is co-organizing a mini-symposium entitled Advances in data-driven methods and digital twins for advanced manufacturing in the Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering and Technology (MMLDT-CSET) Conference, September 2021.
  • Mengwu is co-organizing a mini-symposium entitled Advances in data-driven methods through Gaussian processes in World Congress on Computational Mechanics (WCCM) 2022.
  • Weihao Yan will start her doctoral studies advised by Mengwu in October 2021 at University of Twente's Applied Analysis group. Welcome, Weihao!​
  • Mengwu is goinig to pay a one-month academic visit to the MOX lab at Politecnico di Milano in October 2021, funded by a research award YITP 2019 ACRI. 

Professional Experience