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At the heart of systems & health

The CRAN

The CRAN is a joint research unit (UMR 7039) bringing together the University of Lorraine (UL) and the CNRS.

It is attached to the Institute of Information Sciences and their Interactions (INS2I) of the CNRS.

Learn more about the CRAN

Research themes

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Latest publications - See all publications

AI-enhanced RUL prediction of PEMFCs under dynamic operating conditions using XGBoost-based HI extraction and hybrid transformer-GRU model

Authors: Soufian Echabarri, Phuc Do, Hai-Canh Vu, Pierre-Yves Liegeois

Comparative Analysis of the Performances of a Nonlinear Observer and Nonlinear Kalman Filters in the Presence of Non‐Gaussian Disturbances

Authors: Hamidreza Movahedi, Ali Zemouche, Rajesh Rajamani

Targeted Photodynamic Therapy for Pancreatic Cancer: Recent Innovations from Fundamentals to In Vivo and Clinical Applications (2020-2025)

Authors: Souleymane Sarr, Jérémy Godard, Emmanuel Valzer, Elodie Czuba, Samir Acherar, Muriel Barberi-Heyob, Mireille Blanchard-Desce, Emmanuel Boleslawski, Frédérique Brégier, Anne-Laure Bulin, Helene Burckel, Joël Daouk, Anabela Da Silva, Jonathan Daniel, Nadira Delhem, Anne-Sophie Dewalle, Céline Frochot, Gilles Gasser, Valérie Heitz, Nicolas Jonckheere, Gilles Lemercier, Serge Mordon, Georges Noël, Anthony Novell, Jean-Luc Ravanat, Gaël Roth, Vincent Sol

Prevention of hypoacusis after radiochemotherapy for head and neck squamous cell carcinoma

Authors: Romina Mastronicola, Maëlys Bresson, Elise Kayser, Agathe Barrat, Alexandre Aubertin, Pauline Le Roux, Illyasse El Bouziani, Hélèna Villard, Sophie Cortese, Emilie Beulque, Giacomo Gravante, Gilles Dolivet

Sparsity and L1-optimal control for linear control systems

Authors: Pierre Cavaré, Marc Jungers, Jérôme Lohéac

Photodynamic ablation of floating lung cancer cells using PVA and TPGS emulsified PLGA nanoparticles loaded with pyropheophorbide-a

Authors: Sasivimon Pramual, Philippe Arnoux, Kriengsak Lirdprapamongkol, Céline Frochot, Valérie Jouan-Hureaux, Muriel Barberi-Heyob, Jisnuson Svasti