Mengwu Guo
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​​​​Dr. Mengwu Guo (郭孟武) is an Associate Professor in Scientific Computing with the Centre for Mathematical Sciences at Lund University. ​​Mengwu has broad interests in computational science, engineering, and mathematics, and his recent research activities have been focused on data-driven predictive modeling, model order reduction, uncertainty quantification, and verification & validation in the general context of scientific/physics-aware machine learning. With an interdisciplinary background between engineering sciences and computational mathematics, Mengwu is dedicated to the development of novel numerical methods towards real-world scientific and engineering applications.


Find Mengwu @ Google Scholar, ResearchGate, ORCID, Scopus
Find Mengwu @ Lund University's research portal

Updates


Education

  • ​Ph.D. in Civil Engineering with top honors | Tsinghua University | August 2013 – July 2017 | Supervised by Prof. Hongzhi Zhong
  • B.Eng. in Civil Engineering with top honors | Tsinghua University | August 2009 – July 2013 | Grade average: 93.11/100, ranking 1st out of 104

Professional Experience

  • Associate Professor (Universitetslektor) | Centre for Mathematical Sciences, Faculty of Science, Lund University | Since April 2024
  • Assistant Professor | Mathematics of Imaging & AI group, Department of Applied Mathematics, University of Twente | February 2021 – March 2024
  • Visiting Researcher | Laboratory for Modeling and Scientific Computing (MOX), Politecnico di Milano | September 2021 – October 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 | Institute of Mathematics, Ecole Polytechnique Fédérale de Lausanne (EPFL) | September 2017 – January 2020 | Mentored by Prof. Jan S. Hesthaven
  • Visiting PhD Student | Department of Mathematics, The University of Iowa | October 2015 – February 2016 | Mentored by Prof. Weimin Han​​​

Awards and Distinctions

  • Docent (readership) in Numerical Analysis, Faculty of Science, Lund University, 2024
  • Italian National Scientific Habilitation (ASN) in Numerical Analysis (level 2), 2023
  • Research Award of Young Investigator Training Program 2019 funded by the Association of Foundations and Banks Saving SpA (Italy), 2021
  • Tsinghua Zijing Scholar, 2017​​
  • Top Award for Outstanding Doctoral Dissertation at Tsinghua University (top 2%), 2017
  • Outstanding Doctoral Graduate honored by the Beijing Municipal Commission of Education (top 5%), 2017
  • China National Petroleum Corporation Scholarship, 2016
  • Academic Rising Star Award at Tsinghua University's Department of Civil Engineering, 2016
  • Chinese National Scholarship for Doctoral Candidate, 2015
  • Outstanding Graduate honored by Tsinghua University (top 1%), 2013
  • Outstanding Graduate honored by the Beijing Municipal Commission of Education (top 5%), 2013
  • Outstanding Undergraduate Thesis at Tsinghua University, 2013
  • Bao Steel Scholarship, 2012
  • Chinese National Scholarship for Undergraduate Student, 2010
  • First Prize in Hebei Province in the Chinese Physics Olympiad (CPhO), 2008

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