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Resume (English only)
Academic Achievements
Involved in multiple projects including RAPID (Hybrid Analysis and Modeling), SFI Autoship (Autonomous Ship), EXAIGON (Explainable Machine Learning), Autosit (Autonomous Ship), Lofoten Airport Citing, SOLA Building Design, ATB (Aerial Transport of Biological materials between hospitals), DIGMOB (Digitalization and mobility: Smart and sustainable transport in urban agglomerations), Hybrid Analytics (Combining physics-based modeling with machine learning algorithms), POP-SEP MLFunc (Predicting the thermoelectric behavior of new chemical molecules using Machine Learning), and BIGLEARN (One of the four core members).
Research Experience
1. Department of Engineering Cybernetics, NTNU, Professor, Bigdata Cybernetics, 2019 - Present, Combining physics-based modeling with data-driven machine learning algorithms
2. Department of Engineering Cybernetics, NTNU, Professor II, Machine Learning and Artificial Intelligence, 2018 - 2019, Combining physics-based modeling with data-driven machine learning algorithms
3. Mathematics and Cybernetics, SINTEF Digital, Senior Scientist and Research Manager, CSE Group, 2012 - Present, Roles include sales & marketing, PhD supervision, and consultancy
4. University of Tsukuba, Japan, Visiting Scientist, June - Aug 2014, Established collaboration with the Center of Computational Sciences, providing access to high-performance computing resources
Education
1. Swiss Federal Institute of Technology Lausanne, PhD, 2005-2009, Thesis: Multiscale Modeling of Urban Climate
2. Indian Institute of Technology Bombay, Master of Technology in Thermal and Fluids Engineering, 2000-2005, Thesis: Numerical Modeling of the scavenging process of a two-stroke internal combustion engine
3. Indian Institute of Technology Bombay, Bachelor of Technology in Mechanical Engineering, 2000-2005, Thesis: Experimental and numerical investigation of the heat transfer characteristics of turbulence generators of different shapes in a square channel
Background
Professor of Bigdata Cybernetics at the Department of Engineering Cybernetics, Norwegian University of Science and Technology, developing new methods for combining physics-based modeling with data-driven modeling. Also holds a part-time position as a Senior Scientist at the Mathematics and Cybernetics Department of SINTEF Digital.