Sebastian Miron, Ph.D.

Associate 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)

Links: Google Scholar • HAL

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 Networks and Telecommunications (R&T) department at the University Institute of Technology (IUT Nancy-Brabois), where I am involved in signal processing, digital communications, and applied mathematics 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)