Internal Research Fellow (PostDoc) in Theory of Deep Learning
On-siteNoordwijk, Provincie Groningen, Kingdom of the Netherlands
Job Summary
Propose and conduct original research on the mathematical foundations of deep learning, developing novel theoretical frameworks and analytical tools to advance the understanding of modern neural networks. Investigate fundamental questions regarding expressivity, optimisation, generalisation, and robustness, while translating theoretical advances into algorithmic innovations and prototype tools for integration into simulation and optimisation workflows. Collaborate with researchers across the ACT to identify emerging challenges in astrodynamics and autonomous systems, publishing results in peer-reviewed journals and sharing tools through seminars and open-source repositories.
Required Qualifications
- recently completed (within the past five years), or be close to completion of a PhD in artificial intelligence, or a closely related field
- strong track record in mathematical analysis of advanced neural systems
- Ability for and interest in prospective interdisciplinary research
- Aptitude to contextualise specialised areas of research and quickly assess their potential with respect to other domains and applications
- Academic networking to add functioning links to universities and research institutes
- Ability to work in a team, while being able to work individually regarding your own personal research plans and directions
- Natural curiosity and a passion for new subjects and research areas
- Proficiency in computer programming and data analysis
- good interpersonal and communication skills
- ability to work in a multi-cultural environment, both independently and as part of a team
- good knowledge of English or French
- Nationality of one of the listed Member States or Associate/Cooperating States (Austria, Belgium, Czechia, Denmark, Estonia, Finland, France, Germany, Greece, Hungary, Ireland, Italy, Luxembourg, the Netherlands, Norway, Poland, Portugal, Romania, Slovenia, Spain, Sweden, Switzerland, United Kingdom, Cyprus, Latvia, Lithuania, Slovakia, Bulgaria, Croatia, Malta, Canada)
Desired Qualifications
- Knowledge of another Member State language
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