Description The following overview lists researchers at DTU (mostly Compute) and their research areas relevant to e.g. “AI and Data” BSc as well as “Human-Centered AI” MSc students.
If you’re looking for a supervisor within the areas below, you may reach out to the listed researcher(s).
Overview Researcher/teacher Research area Course(s) Mikkel N. Schmidt Statistical machine learning, with applications in e.g. chemistry and optical communication. 02461; 02460 Philip Bille Algorithms, programming, problem solving, discrete math 02105; 02110 Inge L. Gørtz Algorithms, programming, problem solving, discrete math 02105; 02110 Sneha Das Low-resource ML, AI-safety, multisensory modelling 02445; 02582; 02409 Line K. H. Clemmensen Machine learning, statistical evaluation of AI, statistical learning 02445; 02582 Bjørn S. Jensen Machine learning with applications in audio/signal processing, chemistry and biomedical engineering. 2450 Georgios Arvanitidis Machine learning theory, representation learning, geometry 2450 Tommy S. Alstrøm Machine Learning for Signal processing, Federated Learning 02471;02461 Hiba Nassar Mathematical modeling, Functional data analysis, Federated Learning 2462 Lars K. Hansen Machine learning, explainable AI, human-machine alignment 2462 Kristoffer H. Madsen Machine learning for neuroimaging, active machine learning, causality 2463 Tobias S. Andersen Analysis of multimodal neurophysiological data, Cognitive neuroscience, Mathematical models of cognition 02464; 02458 Ivana Konvalinka Social cognitive neuroscience, EEG, human-AI interaction, experimental science 02464; 02455 Tue Herlau Machine Learning, Reinforcement Learning 2465 Morten Mørup Machine Learning, Graph Representation Learning, Tensor Decomposition, Neuroimaging 02466; 02450 Laura M. Alessandretti Computational Social Science, Data Science, Mobility Analyses, Network Science 2467 Per Bækgaard User Experience, Eye Tracking, Cognitive Signal Processing, Human-Centered AI 02810, 02266 Thomas Bolander Automated planning, logic, knowledge representation, multiagent systems, neurosymbolic AI 2182 Rasmus R. Paulsen Medical image analysis, 3D deep learning, deep reinforcement learning, statistical shape analysis, cardiovascular imaging 2502 Jes Frellsen Machine learning, deep generative models, deep learning, missing data, bioinformatics, remote sensing, ML for physics. 02456; 02460; 02981; 02901; 02450 Kathrin Kirchner organizational implementation of AI in a company, algorithmic management, influence of AI on employees well-being 62L89 H. Martin Kjer 3D image analysis (classic and Machine/Deep learning), x-ray imaging, shape analysis 02509; 02510 Finn Årup Nielsen Knowledge graphs, natural language processing, machine learning 02631; 02450 Allan Peter Engsig-Karup Scientific machine learning, Physics-informed machine learning, ML for physics 02687; 02689; 02901 Morten Rieger Hannemose Computer vision, 3D estimation/representation, generative models 02002; 02003; 02504; 02501 Aasa Feragen Medical imaging, responsible AI, geometric machine learning 02516; 02501; 02517 Silvia Tolu Bio-inspired robotics, neurorobotics, spiking neural networks, artificial neural networks 27020; 34752 Timothy P. Jenkins AI in protein science, development of Large-scale ML models, i.e transformers, diffusion etc., generative design of diagnostic and therapeutic binding proteins 27020; 27075; 27666 Ole Christensen Functional analysis, harmonic analysis, frame theory 01325; 01715 Kim Knudsen Functional analysis, inverse problems, scientific computing 02624; 01716 Allan Larsen Operations and supply chain management, applied operations research and simulation. Using data science/AI to make better decisions in supply chains, logistics etc. 42587; 42417 Sune Lehmann Network Science, Data Science, Computational Social Science 02805; 02806 Søren Hauberg Machine learning, generative models 2466 Michael Riis Andersen Statistical machine learning, approximate inference 2477 Martin Andersen Optimization, data science, numerical linear algebra 02611; 02635 Søren Forchhammer Coding and visual communication technology 34240 Dimitrios Papadopoulos Computer Vision and deep learning 02501; 02516