Thèmes de recherche
Information processing: Signals, Images, Graphs
The group has a strong history of research in signal and image processing and other processing methods for heterogenous data. Key-words of our main contributions are: nonstationary signals, multiscale analysis, inverse problems, signal/image (...) Lire la suite
Physics of Information
Information is central in physics and data processing. Experiments on the nature of information in physics are built and conducted at the laboratory. Methods and models to extract information are studied, in relation also to signal processing (...) Lire la suite
Machine Learning, Computational Physics, and Numerical Studies
Existing synergies between Machine Learning, computational physics and studies about numerical approaches are conducted in this theme. With that, we want to develop and promote AI for Science, as well as Science for AI, and integrate that in (...) Lire la suite
Information processing and Phyics for social studies, biology, and health
Specific applications are conducted alongside methodological works in physics and information processing, on selected domains: study of human activities (for social systems, in economics, or in geography), analysis in biology, especially in (...) Lire la suite