​​​​Dr. Mengwu Guo 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

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Updates

• Mengwu joined the Department of Applied Mathematics at University of Twente as an Assistant Professor in February 2021.​
• Mengwu is going to present at USNCCM16, July 2021.
• 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.

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Professional Experience

• Assistant Professor | Department of Applied Mathematics, Faculty EEMCS, University of Twente | Since February 2021
• Postdoctoral Fellow | Oden Institute for Computational Engineering and Sciences, The University of Texas at Austin | February 2020 – January 2021 | Mentored by Prof. Karen E. Willcox
• Postdoctoral Researcher (Collaborative Scientist) | Institute of Mathematics, Swiss Federal Institute of Technology Lausanne (EPFL) | September 2017 – January 2020 | Mentored by Prof. Jan S. Hesthaven
• Visiting Scholar | Department of Mathematics, The University of Iowa | October 2015 – February 2016 | Mentored by Prof. Weimin Han
• Graduate Research Assistant | Department of Civil Engineering, Tsinghua University | August 2013 – July 2017
• Graduate Teaching Assistant | Department of Civil Engineering, Tsinghua University | February 2015 – May 2017​​