Team
No open positions. I currently have no open PhD, postdoc or internship positions. Unsolicited applications will not receive a reply. Any future openings will be announced on this page.

My team works on learning-based optimisation of transport and energy networks. All PhD candidates are co-supervised with colleagues at ENTPE and Université Gustave Eiffel.

Postdoctoral researcher
Louis Rivière

Topic: Modelling transport network resilience to major disruptions

Started: October 2026

Funding: MOBILIENCE project (ANR, France 2030 PEPR IRiMa)

Supervisor: Prof. David Rey, co-supervised by Prof. Angelo Furno, HDR and me

PhD candidate
Zohre M. Mosammam

Topic: Joint optimization of V2G networks and EV charging stations using deep-learning-based surrogate modelling

Started: January 2026

Funding: MEGA doctoral school contract, Université Gustave Eiffel

Director: Prof. Rochdi Trigui, HDR

PhD candidate
Sina Sabzekar

Topic: Enhancing urban transport resilience with multimodal mobility hubs using deep-learning-based surrogate modelling

Started: November 2025

Funding: MEGA doctoral school contract, ENTPE

Director: Prof. Angelo Furno, HDR

PhD candidate
Tristan Lemoalle

Topic: Designing bike-inclusive road networks using a combination of data-driven and model-based optimization

Started: October 2025

Funding: ITPE doctoral contract, French Ministry for Ecological Transition

Director: Prof. Angelo Furno, HDR

Former master students

  • Jules Journoux (2026) – ENTPE, research internship at ETH Zurich. Integrating cycling as a feeder mode in public transport network design and timetabling.
  • Tristan Lemoalle (2025) – ENTPE, master thesis. Towards a comprehensive bikeability measure: combining qualitative and quantitative approaches. Citec prize 2025 (best master thesis in transport); now a PhD candidate in the team.
  • Marie Deruyck (2025) – ENTPE, research internship at the University of Florida. Bicycle accessibility of urban areas.
  • Adam Courtois (2024) – ENTPE, research internship at Polytechnique Montréal (co-supervised with C. Buisson and C. Morency). The potential of bike–metro intermodal trips in Montréal.
  • Mert Dönmez (2023) – TU Delft, MSc Construction Management and Engineering (co-supervised with M. Nogal). Optimizing the bridge maintenance schedule of transportation networks under uncertainty. (Conference paper at ICASP14 2023)
  • Xiaolin Lu (2018) – TU Delft, MSc Construction Management and Engineering (graduation committee member). Infrastructure requirements for automated driving (thesis). (Conference paper at CICTP 2019)