Team & Mentees

My research group focuses on the intersection of Frugal AI, Optimization, and Complex Systems.

Current Ph.D. Students

  • Gaston Plat 2025 - Present (Exp. 2028)

    Ph.D. in Applied Mathematics, ONERA / ISAE-SUPAERO

    "Frugal AI for HPC climate impact"

    Official Supervisor

  • Restu Ananda Putra 2026 - Present (Exp. 2030)

    Ph.D. in Statistics, LPDP Ministry of Research, Indonesia

    "Spatio-Temporal Agent-based Surrogates Simulation of Urban Resilience in Indonesia"

    Official Supervisor

Scientific Mentoring & Collaboration

  • Edward Hallé-Hannan (Ph.D. Applied Math/AI, Polytechnique Montréal). Scientific collaboration including co-supervision and joint publications.
  • Jasper Bussemaker (Ph.D. Aerospace Engineering, TU Delft). Support in mathematics, AI, and publication strategy.
  • James Mingzhi Shishua (Ph.D. Aerospace Engineering, HKUST/Univ. Shanghai). Support in mathematics and formal AI aspects.
  • Jordan Levy (Ph.D. Computer Science). Supervision in developing AI methods for anomaly detection in robotics.
  • Clément Blanco-Volle (Ph.D. Computer Science). Support in formal aspects of online learning from agent-based systems.

Master's Alumni

  • Raul Carreira Rufato (M2, 2021), ISAE-SUPAERO. Mixed-variable Gaussian processes.
  • Robin Grapin (M2, 2022), ISAE-SUPAERO. Multi-objective Bayesian optimization.
  • Hugo Reimereinger (M1, 2023), ISAE-SUPAERO. Orthogonal decomposition for shock reconstruction.
  • Nicolas Gonel (M2, 2024), INSA Toulouse. Periodic Gaussian processes.
  • Maël Tremouille (L3, 2024), ENSAE Paris. Noisy Bayesian optimization.
  • Benjamin Pianet (M2, 2026), Univ. Lille. Statistics for exploring agro-ecological simulations in Viêtnam.
  • Rodrigo Cervantes-Salas (M2, 2026), ISAE-SUPAERO. Discovering new eco-materials for batteries using Bayesian optimization.

Open Positions

Global Research Network

Global Research Network

My research is built on a diverse international network of collaborators across Europe, North/South America, and Asia. This interdisciplinary network connects academic research with industrial applications.

Scientific Collaborators

Julien Aligon Charles Audet Nathalie Bartoli Jasper H. Bussemaker Anne Cambon-Thomsen Nicola Coley Christophe David Sébastien Defoort Pierluigi Della Vecchia Youssef Diouane Giuseppa Donelli Sylvain Dubreuil Laurence El Khouri Moncef Garouani Benoit Gaudou Victor Gay Joao Marcos Gomes de Mello Nicolas Gonel Robin Grapin Edward Hallé-Hannan John T. Hwang Nikolaos Kalliantakis Rémi Lafage Thierry Lefebvre Sébastien Le Digabel Emilie Lerigoleur Jordan Levy Rhea P. Liem Matthieu Mambrini Massimo Mandorino Joaquim R. R. A. Martins Matthieu Mastio Joseph Morlier Feodor Murzin Nabih Naeem Björn Nagel Eric Nguyen Van Shigeru Obayashi Claire Pagetti Pramudita Satria Palar Gaston Plat Flora Poupinot Prajwal S. Prakasha Lisa Pretsch Rémy Priem Rommel G. Regis Muhammad Daffa Robani Aude Sauer-Avargues James M. Shihua Koji Shimoyama Michelle Sibilla Nicolas Verstaevel Aigerim Yerimbetova Lavi Rizki Zuhal

Interactive Collaboration Graph

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Open Graph