Postdoctoral Research Position (f/m/d) (Ref. 26/13)
Mathematical Modeling, Artificial Intelligence, Machine Learning and postdoctoral researcher position at Weierstrass Institute for Applied Analysis and Stochastics
About
Three postdoctoral openings in data-driven mathematical modelling, supervised by Clemens Heitzinger. Research covers reinforcement-learning theory and policy evaluation, differential-equation systems, reasoning and language models, and physical AI. Responsibilities include original research, algorithm development, publications, collaboration, mentoring and funding proposals. Two-year full-time appointments, 39 hours weekly, paid under TVöD Bund.
Mobile working is available. Applications remain open until the positions are filled; submit a motivation letter, CV, certificates and supporting academic documents through the employer portal.
Topics
- reinforcement-learning theory
- policy evaluation
- differential-equation systems
- reasoning and language models
- physical AI
- Mathematical Modelling
- algorithm development
Requirements
PhD in mathematics or a related subject; relevant reinforcement learning, PDE, optimization, machine learning or numerical-analysis expertise; Julia or comparable programming, Lean 4/Mathlib or Rocq experience, and strong English communication.
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Source: Weierstrass Institute for Applied Analysis and Stochastics