Generating Advances with AI for Neutrons/X-rays co-leader of WG3 (AI for knowledge) LINXS Fellow

Assoc. Professor at Lund University

Mengwu is an Associate Professor in Scientific Computing at the Centre for Mathematical Sciences at Lund University. With an interdisciplinary background across computational mathematics and applied sciences, his research is dedicated to the development of novel computational methods towards real-world scientific and engineering applications. Mengwu is highly active in the international research community of scientific machine learning, and his recent research focuses on probabilistic numerical methods for physics-aware machine learning and data-driven model discovery. He receives grants from VR, the Crafoord Foundation, and the Wallenberg AI, Autonomous Systems and Software Program for research projects on data-driven scientific computing and mathematical foundations of physics-aware AI. Mengwu is a co-coordinator of the Advanced Study Group Computational Science Curriculum at the Pufendorf Institute of Advanced Studies in Lund, and he co-initiated and coordinated the Strategic Research Initiative Bridging Numerical Analysis and Machine Learning, supported by the 4TU Applied Mathematics Institute in the Netherlands.