Sebastian Miron, Ph.D.
Professor, Université de Lorraine
Centre de Recherche en Automatique (CRAN), UMR 7039
Faculté des Sciences et Techniques — Bd. des Aiguillettes
B.P. 70239 — VANDOEUVRE-LES-NANCY 54506 Cedex — FRANCE
(sebastian[dot]miron[AT]univ-lorraine.fr)
I conduct my research at the Centre de Recherche en Automatique (CRAN, UMR 7039), Université de Lorraine, where I am a member of the Signaux Multidimensionnels (SiMul) research group.
I teach in the Department of Automatic Control at the Faculty of Science and Technology - Nancy, where I am involved in data analysis, signal processing, machine learning and automatic control courses.
Since 2021, I serve as Scientific Lead of the SiMul research group.
Research topics
- Tensor and matrix decompositions (CPD, TT, coupled models) with identifiability guarantees
- Polarized / hypercomplex signal processing (quaternions) and vector-sensor array processing
- Constrained factorization: nonnegative, binary / categorical data
- Low-rank learning for imaging and physics-informed models
- Applications: hyperspectral & polarimetric imaging, spectroscopy, environmental sensing, neurosciences (EEG / fMRI)