Welcome to the contribution space of the Quantum OR â EURO working group.
Here you will find a selection of recently defended theses, key scientific publications in the field, and information about upcoming sessions and events.
Help us enrich this resource by sharing your work or submitting new references.
đ Completed and on going Phd theses.
PhD Student | Thesis Title | Supervisors | Defense Date |
---|---|---|---|
Alessandro Luongo | Algorithmes quantiques dâapprentissage automatique | Iordanis Kerenidis, FrĂ©dĂ©ric Magniez | 23/11/2020 |
Margarita Veshchezerova | Algorithmes quantiques pour les problĂšmes d’optimisation du management de l’Ă©nergie | Emmanuel Jeandel, Simon Perdrix | 16/12/2022 |
Constantin Dalyac | Quantum many-body dynamics for combinatorial optimisation and machine learning | Elham Kashefi, LoĂŻc Henriet, A. B. Grilo | 20/10/2023 |
Luis F. Pérez Armas | Quantum Computing for OR: Project Scheduling | Stefan Creemers | 16/04/2024 |
Camille Grange | Optimisation quantique des problĂšmatiques de transport ferroviaire | Eric Bourreau (50%), Michael Poss (50%) | 07/2024 |
Lucas Leclerc | Quantum computing with Rydberg atoms | Thierry Lahaye | 19/09/2024 |
Yagnik Chatterjee | MĂ©thodes d’optimisation variationnelles quantiques et leurs applications | Eric Bourreau | 09/10/2024 |
Imran Meghazhi | Optimisation quantique appliquée à la logistique de La Poste | Eric Bourreau | 2026 |
Elie Bermot | Quantum optimization for combinatorial problems | Frédéric Magniez | Q3 2026 |
Martin Bombardelli | Concevoir de nouveaux paradigmes quantiques pour l’optimisation de la Supply Chain | Ph. Lacomme, B. Vulpescu, N. Tchernev | 12/2027 |
Ali Abbassi | Hybrid Quantum/Classic Algorithms for Communication Network Optimization Problems | Yann Dujardin, Eric Gourdin, Philippe Lacomme, Caroline Prodhon | 12/2027 |
đ Papers Publication.
- 2025
- Samuel Deleplanque,Amina El Yaagoubi,Téo Gras,Florent Descamps,Julia Mourrier & Isabelle Lefebvre., Analog quantum computing for Max-Cut and CVRP, Int. J. Systems Science. DOI
- S. Creemers, Speeding up Groverâs algorithm, Eur. J. OR. DOI
- S. Creemers & L.F. Pérez Armas, Discrete optimization: A quantum revolution?, Eur. J. OR. DOI
- Lucas Leclerc, Constantin Dalyac, Pascale Bendotti, Rodolphe Griset, Joseph Mikael, and Loic Henriet., Smart charging optimization, Phys. Rev. A, vol. 111(3), 2025. DOI
- 2024
- Bourreau E, Fleury G and Lacomme P. IQAOA for Two Routing Problems: A Methodological. Contribution with Application to TSP and VRP. Journal of Quantum Computing. 6, 25-51. 2024. DOI
- L.F. Pérez Armas, S. Creemers and S Deleplanque ., Resource constrained project scheduling with quantum annealing, Sci Rep 14, 2024. DOI
- Constantin Dalyac, Lucas Leclerc, ,Louis Vignoli, ,Mehdi Djellabi, Wesley da Silva Coelho, Bruno Ximenez, Alexandre Dareau, Davide Dreon, Vincent E. Elfving, Adrien Signoles, Louis-Paul Henry & LoĂŻc Henriet., Graph algorithms with neutral atoms, Eur. Phys. J. A, vol. 60(9), 2024. DOI
- M. Yassine Naghmouchi;Â Joseph Vovrosh;Â Wesley Da Silva Coelho and Alexandre Dauphin, Quantum Systems Emulation, CoDIT 2024. DOI
- Grange, C., Poss, M., Bourreau, E., Tâkindt, V. and Ploton, O., Moderate exponential-time quantum dynamic programming across the subsets for scheduling problems, Eur. J. Oper. Res. 320(3), pp. 516â526, 2025. DOI
- Grange, C., Poss, M. and Bourreau, E., An introduction to variational quantum algorithms for combinatorial optimization problems, Ann. Oper. Res. 343(2), pp. 847â884, 2024. DOI
- Chatterjee, Y., Bourreau, E. and RanÄiÄ, M.J., Solving various NP-hard problems using exponentially fewer qubits on a quantum computer, Phys. Rev. A 109(5), 052441, 2024. DOI
- 2023
- E. Bourreau , G. Fleury and P Lacomme., Adiabatic based Algorithm for SAT, Physica A. DOI
- Constantin Dalyac, Louis-Paul Henry, Minhyuk Kim, Jaewook Ahn, and LoĂŻc Henriet , Maximum Independent Set with locality, Phys. Rev. A, vol. 108(5), 2023. DOI
- W. Coelho, L. Henriet, L.-P. Henry, Quantum pricing-based column generation, Phys. Rev. A, vol. 107(3), 2023. DOI
- Lucas Leclerc, Luis Ortiz-Gutiérrez, Sebastiån Grijalva, Boris Albrecht, Julia R. K. Cline, Vincent E. Elfving, Adrien Signoles, Loïc Henriet, Gianni Del Bimbo, et al., Financial risk management on neutral atom processors, Phys. Rev. Research, vol. 5(4), 2023. DOI
- 2022
- G. Fleury and P. Lacomme, A Technical Note for a Shorâs Algorithm, J. Quantum Computing. DOI
- 2021
- Constantin Dalyac, LoĂŻc Henriet, Emmanuel Jeandel, Wolfgang Lechner, Simon Perdrix, Marc Porcheron and Margarita Veshchezerova, Smart-charging case study, EPJ Quantum Technology, vol. 8(1), 2021. DOI
đ Preprints & submitted papers.
- 2024
- Eric Bourreau and Gerard Fleury and Phlippe Lacomme. Indirect Job-Shop coding using rank: application to QAOA (IQAOA). 2024. arXiv:2402.18280v1
- Gerard Fleury, Philippe Lacomme. A technical note for the 91-clauses SAT resolution with Indirect QAOA based approach. 2024. arXiv:2402.00065v1
- Bochkarev, A., Heese, R., JÀger, S., Schiewe, P., Schöbel, A., Quantum computing for discrete optimization: a highlight of three technologies, arXiv:2409.01373 [quant-ph]. https://arxiv.org/abs/2409.01373, Contact
- Röhrs, M., Bochkarev, A., Medina, A.C., Bayesian optimisation with improved information sharing for the variational quantum eigensolver,[quant-ph]. https://arxiv.org/abs/2405.14353
- 2023
- Eric Bourreau and Gerard Fleury and Philippe Lacomme. Indirect Quantum Approximate Optimization Algorithms: application to the TSP. 2023. arXiv:2311.03294v1
- Gerard Fleury, Philippe Lacomme. Mathematical Foundations of Quantum Computing for Computer Science Researchers. 2023. arXiv:2303.01938v1.
- Eric Bourreau, Gérard Fleury, Philippe Lacomme. Adiabatic based Algorithm for SAT: A comprehensive algorithmic description. Journal Physica A: Statistical Mechanics and its Applications. Vol. 669. 2023. https://doi.org/10.1016/j.physa.2023.129206
- 2022
- G. Fleury and P. Lacomme A Technical Note for a Shorâs Algorithm by Phase Estimation. Journal of Quantum Computing. 4(2), 97-111. 2022. https://doi.org/10.32604/jqc.2022.032973
- Gerard Fleury, Philippe Lacomme. Description of the Grover algorithm based on geometric considerations. 2022. arXiv:2210.16809v2
- Eric Bourreau and Gerard Fleury and Phlippe Lacomme. Mixer Hamiltonian with QAOA for Max k-coloring : numerical evaluations. 2022. arXiv:2207.11520v1
- Eric Bourreau and Gerard Fleury and Phlippe Lacomme. Adiabatic based Algorithm for SAT: a comprehensive algorithmic description. 2022. arXiv:2207.09984v2
đ Books and Educational resources.
- Philippe Lacomme, GĂ©rard Fleury. Les algorithmes de base de l’informatique quantique – Tome 2: Grover, Shor et mĂ©taheuristiques quantiques. Eyrolles; 2e Ă©dition. 2023.
- Eric Bourreau, Philippe Lacomme, GĂ©rard Fleury. Introduction Ă l’Informatique Quantique. Eyrolles. 2022.
Scientific events and communication.
đ
Conferences
Eric Bourreau, Gérard Fleury, Philippe Lacomme
Indirect Quantum Approximate Optimization Algorithms: application to the TSP
25th congrĂšs Annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision. Amiens (4â7 mars 2024)
Indirect Quantum Approximate Optimization Algorithms: application to the TSP
25th congrĂšs Annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision. Amiens (4â7 mars 2024)
Gérard Fleury, Bogdan Vulpescu, Philippe Lacomme
Quantum Optimization Approach for Feature Selection in Machine Learning
15th Metaheuristics International Conference â 2024
Quantum Optimization Approach for Feature Selection in Machine Learning
15th Metaheuristics International Conference â 2024
Eric Bourreau, Gérard Fleury, Philippe Lacomme
Resolution of a 9-nodes graph coloring instance using a QAOA based approach
PGMODAYS â Mardi 19 novembre & Mercredi 20 novembre, EDF Lab Paris-Saclay, Palaiseau, France
Resolution of a 9-nodes graph coloring instance using a QAOA based approach
PGMODAYS â Mardi 19 novembre & Mercredi 20 novembre, EDF Lab Paris-Saclay, Palaiseau, France
Gérard Fleury, Philippe Lacomme
A geometric description of the Grover’s algorithm
25Ăšme congrĂšs annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision. Rennes (20â23 fĂ©vrier 2023)
A geometric description of the Grover’s algorithm
25Ăšme congrĂšs annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision. Rennes (20â23 fĂ©vrier 2023)
Gérard Fleury, Philippe Lacomme
Adiabatic quantum optimization for two classical problems
23Ăšme congrĂšs annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision â 2022
Adiabatic quantum optimization for two classical problems
23Ăšme congrĂšs annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision â 2022
Gérard Fleury, Philippe Lacomme
Adiabatic based Algorithm: a comprehensive algorithmic description
EURO 2022
Adiabatic based Algorithm: a comprehensive algorithmic description
EURO 2022
Gérard Fleury, Philippe Lacomme
Adiabatic quantum optimization for two classical problems
23Ăšme congrĂšs annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision â 2022
Adiabatic quantum optimization for two classical problems
23Ăšme congrĂšs annuel de la SociĂ©tĂ© Française de Recherche OpĂ©rationnelle et d’Aide Ă la DĂ©cision â 2022
đŹ Vulgarisation scientifique
Programmez Hors SĂ©rie n°13 â 15/12/2023
Gerard Fleury, Philippe Lacomme, Caroline Prodhon
Le quantique pour les problĂšmes de la chaine logistique
Lire l’article
Gerard Fleury, Philippe Lacomme, Caroline Prodhon
Le quantique pour les problĂšmes de la chaine logistique
Lire l’article
Interview France 3 â 2022
Des scientifiques de Clermont-Ferrand rĂ©pondent Ă vos questions sur lâinformatique quantique
Voir l’interview
Des scientifiques de Clermont-Ferrand rĂ©pondent Ă vos questions sur lâinformatique quantique
Voir l’interview
Les enjeux de l’optimisation quantique
Eric Bourreau, Gérard Fleury, Philippe Lacomme
Bulletin de la ROADEF numéro 44
Lire l’article
Eric Bourreau, Gérard Fleury, Philippe Lacomme
Bulletin de la ROADEF numéro 44
Lire l’article
La Montagne â 2022
Faire comprendre l’informatique quantique, le pari d’une confĂ©rence de l’Adasta, Ă AubiĂšre (Puy-de-DĂŽme)
Lire l’article
Faire comprendre l’informatique quantique, le pari d’une confĂ©rence de l’Adasta, Ă AubiĂšre (Puy-de-DĂŽme)
Lire l’article
đïž Scientific Sessions Organized by Quantum OR
CoDIT 2025 â Croatia
đ July 15â18, 2025
đ Official Website
đ§Ș Special Session: Application of Quantum Technologies to the Resolution of Optimization Problems
đïž Chairs: Prof. Philippe Lacomme (University of Clermont-Auvergne), Dr. Wesley Coelho (Pasqal)
đ July 15â18, 2025
đ Official Website
đ§Ș Special Session: Application of Quantum Technologies to the Resolution of Optimization Problems
đïž Chairs: Prof. Philippe Lacomme (University of Clermont-Auvergne), Dr. Wesley Coelho (Pasqal)
CIGIâQUALITAâMOSIM 2025 â Troyes, France
đ July 8â10, 2025
đ Official Website
đ§Ș Sessions:
âȘ Quantum Methods for Approximate Problem Solving â Chairs: Dr. W. Coelho (Pasqal), Prof. P. Lacomme (UCA)
âȘ Application of Quantum Technologies to Optimization â Chairs: Dr. J. Mikael (EDF), Prof. C. Prodhon (UTT)
đ July 8â10, 2025
đ Official Website
đ§Ș Sessions:
âȘ Quantum Methods for Approximate Problem Solving â Chairs: Dr. W. Coelho (Pasqal), Prof. P. Lacomme (UCA)
âȘ Application of Quantum Technologies to Optimization â Chairs: Dr. J. Mikael (EDF), Prof. C. Prodhon (UTT)
50th EURO Conference â Leeds, UK
đ June 22â25, 2025
đ Official Website
đ§Ș Sessions:
âȘ Quantum OR Applications â Chair: Eric Bourreau
âȘ Beyond the Limits of the QUBO Formalism â Chair: Dimitri Papadimitriou
âȘ Quantum OR: Quantum Computing for Optimization â Chairs: Marc Sevaux, Philippe Lacomme
đ June 22â25, 2025
đ Official Website
đ§Ș Sessions:
âȘ Quantum OR Applications â Chair: Eric Bourreau
âȘ Beyond the Limits of the QUBO Formalism â Chair: Dimitri Papadimitriou
âȘ Quantum OR: Quantum Computing for Optimization â Chairs: Marc Sevaux, Philippe Lacomme
PGMO Days 2024 â Paris, France
đ November 19â20, 2024
đ Venue: EDF Lab Paris-Saclay, Palaiseau
đ Official Website
đ§Ș Sessions:
âȘ Quantum Computing for Combinatorial Optimization â Chairs: D. Papadimitriou, W. Coelho
âȘ Quantum Algorithms: Graphs, Groups, and Walks â Chair: Andrea Simonetto
âȘ Quantum Algorithms for Combinatorial Optimization â Chair: Ali Abbassi
đ November 19â20, 2024
đ Venue: EDF Lab Paris-Saclay, Palaiseau
đ Official Website
đ§Ș Sessions:
âȘ Quantum Computing for Combinatorial Optimization â Chairs: D. Papadimitriou, W. Coelho
âȘ Quantum Algorithms: Graphs, Groups, and Walks â Chair: Andrea Simonetto
âȘ Quantum Algorithms for Combinatorial Optimization â Chair: Ali Abbassi