IMT ATLANTIQUE - France
Professional Profile
ORCID
Early Academic Pursuits
Dubon Rodrigue's academic journey began with a Bachelor’s Degree in Mathematics from Sorbonne Université, where he graduated with 2.1 honors in 2018. His studies focused on fundamental and applied mathematics, including statistics, probability, PDE analysis, algebra, and arithmetic, alongside an introduction to computer science through programming languages such as JavaScript, Matlab, and C++. He continued his education at Sorbonne Université, earning a Master’s Degree in Fluids Mechanics with first honors in 2020, a program he pursued jointly with Ecole Polytechnique. This period also included an exchange semester at ETH Zurich, which broadened his exposure to international academic standards and methodologies.
Professional Endeavors
Dubon Rodrigue has accumulated significant professional experience alongside his academic achievements. From January 2021 to September 2022, he worked as a Mechanical Engineer at Princeps, a small company specializing in developing solutions for scheduling and planning refinery sites. During his tenure, he achieved notable projects, including the development of a Jetty optimization model for ship dockings. Prior to this, he interned at Air Liquide Inc. as an R&D Engineer within the Computation & Data Science team, focusing on hybridizing AI algorithms and physical simulation of SMR furnaces for hydrogen production. His innovative work on hybrid modeling of heat radiation transfer was a major contribution to the field. Additionally, during his semester project at ETH Microrobotics Laboratory under Prof. Daniel Ahmed, he characterized the velocities of micro-swimmers for medical applications, resulting in a publication.
Contributions and Research Focus
Currently, Dubon is pursuing a Ph.D. in Computer Science with a focus on Energy Systems at IMT Atlantique. His interdisciplinary research integrates Artificial Intelligence with physical modeling of energy networks, specifically aimed at simplifying District Heating Networks topology. Energy Systems He has published an accepted journal article and a conference article, contributing to the academic discourse on this innovative topic. His projects, such as the development of a synthetic district heating generation model and an unsupervised clustering-based approach for distributed control frameworks, showcase his ability to blend theoretical research with practical applications.
Accolades and Recognition
Dubon's academic and professional journey has been marked by several accolades and recognitions. His academic performance earned him first honors in his Master's program and significant achievements during his Bachelor's. His professional contributions have been acknowledged Energy Systems through impactful projects at Princeps and Air Liquide Inc., and his research has been published in reputable journals and conferences, including a major contribution to a paper published in Nature Machine Intelligence.
Impact and Influence
Dubon Rodrigue’s work has had a significant impact on both the academic and professional fields. His research on AI and energy systems has the potential to revolutionize the way District Heating Networks are managed, offering more efficient and sustainable solutions. His contributions to hybrid AI modeling in industrial applications demonstrate the practical implications of his work, influencing future research and development in these areas. His interdisciplinary approach, combining computer science, mechanical engineering, and energy systems, positions him as a Energy Systems thought leader in integrating technology with real-world applications.
Legacy and Future Contributions
Dubon Rodrigue's ongoing projects and research promise a lasting legacy of innovation and excellence. His work on synthetic district heating generation and clustering approaches for distributed control frameworks are paving the way for more efficient and sustainable energy systems. His expertise in AI, combined with his practical experience in mechanical engineering and fluid dynamics, ensures that his future contributions will continue to push the boundaries of what is possible in these fields. As he advances in his career, his dedication to interdisciplinary research and practical applications will undoubtedly leave a lasting impact on both academia and industry.
NOTABLE PUBLICATIONS