​​​​Dr. Mengwu Guo (郭孟武) is an Assistant Professor in the Department of Applied Mathematics at the University of Twente. ​​Mengwu has broad interests in computational science and engineering, 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-informed machine learning. With an interdisciplinary background between engineering science and computational mathematics, Mengwu is dedicated to the development of high-performance numerical methods towards real-world engineering applications.

Currently, Mengwu is the UTwente PI in Mathematics of Computational Science of Sectorplan Bèta — a government-level instrument that funds critical research areas of basic sciences in the Netherlands, and coordinator of the Strategic Research Initiative Bridging Numerical Analysis and Machine Learning supported by the Dutch 4TU Applied Mathematics Institute.
Find Mengwu @ Google Scholar, ResearchGate, ORCID, Scopus, Publons
​Click here to visit Mengwu's personnel webpage at UTwente

Updates
  • Welcome to Amsterdam for SIAM CSE'23 and join us in our mini-symposia Data-driven predictive modeling in computational science (co-organized with Andrea Manzoni) and Bridging Numerical Analysis and Machine Learning (4TU.AMI SRI themed sessions)!

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 the 1st out of 104

Professional Experience