Dr. Mengwu Guo is an Assistant Professor in Applied Mathematics at the University of Twente since February 2021. Before joining UT, Mengwu was a Postdoctoral Fellow in the Oden Institute for Computational Engineering and Sciences at The University of Texas at Austin. Prior to that, he was a Postdoctoral Researcher in the Institute of Mathematics at Ecole Polytechnique Fédérale de Lausanne (EPFL). Mengwu received his B.Eng. and Ph.D. degrees in Civil Engineering with top honors from Tsinghua University (Beijing, China) in 2013 and 2017, respectively.
Mengwu has been dedicated to the development of high-performance numerical methods towards real-world scientific and engineering applications, and his current research interests include data-driven predictive modeling, model reduction, uncertainty quantification, and physics-informed/scientific machine learning in computational engineering and sciences.
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.
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Organisations
Dr. Mengwu Guo's research interests span several areas of computational science and engineering including model order reduction, data-driven modeling, uncertainty quantification, and scientific machine learning. With an interdisciplinary background between engineering sciences and computational mathematics, Mengwu has been dedicated to the development of high-performance numerical methods towards real-world engineering applications.
Research profiles
Courses academic year 2023/2024
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
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