Laurent Duval
Scholar

Laurent Duval

Google Scholar ID: ixkiakMAAAAJ
IFP Energies nouvelles & Université Gustave-Eiffel,ESIEE Paris ; Research amateur, engineer, project
Machine learningData scienceSparsitySignal & Image processingFilter banks & wavelets
Citations & Impact
All-time
Citations
813
 
H-index
15
 
i10-index
24
 
Publications
20
 
Co-authors
57
list available
Resume (English only)
Academic Achievements
  • Published multiple journal papers, such as 'LUNDIsim: model meshes for flow simulation and scientific data compression benchmarks'; submitted several conference papers, including 'Analyse comparative d’algorithmes de restauration en architecture dépliée pour des signaux chromatographiques parcimonieux' (GRETSI 2025), 'Unrolled deep networks for sparse signal restoration in analytical chemistry' (MLSP 2024), etc.; Invited to give a tutorial at CORESA 2021 on the challenges and issues of compression techniques for massive simulation data.
Research Experience
  • Involved in several collaborative projects: MajIC (E. Chouzenoux), Amidex BIFROST (C. Chaux), TraDe-OPT (H2020 ITN), ANR IA Chair BRIDGEABLE (J.-C. Pesquet), ANR Artificial Intelligence JCJC grant GraphIA (F. Malliaros), ANR BRUIT-FM. Has given talks and tutorials at international conferences.
Background
  • Research interests include signal processing, image analysis, data science, machine learning, and their applications.
Miscellany
  • Personal links include blogs, social media accounts, and various academic networking platforms like Google Scholar, GitHub, LinkedIn, etc.