Projects

[2021-2024] CHIST-ERA project "GraphNEx: Graph Neural Networks for Explainable Artificial Intelligence" PI: A. Cavallero (Queen Mary University of London) ; PI Lyon: J.-M. Arbona (LBMC), Participants Lyon: P. Borgnat, B. Audit; collaboration with EPFL (P. Vandergheynst)

[2021-2025] ANR CHROMAGNON "CHROMAtin and GeNome evolutiON" - PI: B. Audit, Participants: J. Barbier, C. Vaillant, PIs IGFL, Lyon: J.-N. Volff et K. Padmanabhan

[2019-2024] ANR JCJC MULTISC-IN "Multiscale estimation and Interface detection" - PI: N. Pustelnik

[2019-2024] ANR DARLING  "Distributed adaptation and learning over graph signals" - PI: C. Richard (U. Nice), PI Lyon: P. Borgnat, Participants : P. Abry, P. Gonçalves (DANTE Inria team).

[2019-2024] ANR DATAREDUX "Big data reduction for predictive computational modelling" - PI: A. Barrat (U. Marseille), PI Lyon: P. Gonçalves (DANTE Inria team), Participants: P. Borgnat, R. Gribonval (DANTE Inria team), M. Karsai (Central European University).

[2019-2024] ANR ASCETE "Analyse et Séparation des signaux Complexes: Exploiter la structure Temps-fréquence" - PI: S. Meignen (U. Grenoble-Alpes), PI Lyon: P. Flandrin.

[2019-2023] ANR HUDROR "Human DNA replication origins: reconciling disparate views" - PI: O. Hyrien (IBENS, Paris), PI Lyon: B. Audit, Participants: J.-M. Arbona (LBMC), J. Barbier

[2019-2023] ANR NanoPoRep "High-performance genomic profiling of DNA replication by nanopore sequencing" - PI: B. Audit, Participants: P. Abry, J.-M. Arbona (LBMC), PI IBENS, Paris: O. Hyrien

[2019-2021] Pack Ambition Recherche GREENDAM : "Évaluation de la transparence sédimentaire des ouvrages hydro-électriques, éléments opérationnels pour promouvoir une énergie hydraulique vertueuse" - PI: H. Piégay (Laboratoire Environnement Ville Société), SiSyPhe participants: P. Abry, P. Borgnat, N. Pustelnik

[2019-2021] Indo-French Centre for Applied Mathematics (IFCAM) Project (MA/IFCAM/19/56): "Anomaly Detection For Data Sequences Defined on Graphs and Irregular Domains" PI: S. Chepuri (IIS, Bangalore) & P. Borgnat (CNRS, LPENSL); Participant: P. Abry, Y. Kaloga

[2018-2021] SBI ACADEMICS ''Machine learning & Data science for complex and dynamical models" - PI: P. Borgnat, Participants (from LP ENSL): P. Abry, F. Bouchet, P. Flandrin, C. Herbert, P. Jensen, C.-E. Brehier (from ICJ), N. Pustelnik; and DANTE Inria team; LIRIS; Laboratoire Hubert Curien. Project Scientific Breakthrough IDEX Lyon.

[2017-2020] ANR MULTIFRACS "Multifractal theory and methods for large size multivariate systems Applications to scale free analysis of brain dynamics analysis" (PI: P. Abry, Participants: L. Chevillard, N. Pustelnik,  S. Roux) [Website]