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Mathias Niepert

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1 month ago

PhD Positions in Machine Learning for Science and Engineering at the Machine Learning and Simulation Lab University of Stuttgart in Germany

Degree Level

PhD

Field of study

Computer Science

Funding

No funding details are stated in the post.

Deadline

Nov 15, 2026

Country flag

Country

Germany

University

University of Stuttgart

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Keywords

Computer Science
Chemistry
Materials Science
Biology
Mathematics
Artificial Intelligence
Computational Science
Generative Modeling
Physics
ML

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About this position

PhD openings are available at the Machine Learning and Simulation Lab (MLS) at the University of Stuttgart with Mathias Niepert. The lab works on machine learning for science and engineering, including generative AI for chemistry, learning to simulate physical systems, and controllable generative models for applications such as image and protein structure generation.

Research themes highlighted in the post include building physical and geometric structure into learning systems, improving generalization to unfamiliar settings, and making generative AI more useful and controllable. Example projects mentioned include predicting chemical transition states beyond the training domain, mesh-free simulation of physical fields from geometry, and logical-constraint-guided diffusion models.

Applicants are invited to apply through ELLIS and/or IMPRS-IS and should indicate Mathias Niepert as a preferred supervisor. The post gives two application routes: ELLIS applications open on 2026-10-01 and close on 2026-10-31 23:59 AoE; IMPRS-IS has a deadline of 2026-11-15 at end of day AoE.

No funding, stipend, or tuition details are stated in the post.

Funding details

No funding details are stated in the post.

What's required

Applicants should be excited about developing new machine learning methods and tackling challenging problems in science and engineering. The post asks interested students to apply through ELLIS and/or IMPRS-IS and indicate Mathias Niepert as a preferred supervisor.

How to apply

Apply through ELLIS and/or IMPRS-IS, and list Mathias Niepert as your preferred supervisor. ELLIS applications open on 1 October 2026 and close on 2026-10-31 at 23:59 AoE; IMPRS-IS closes on 2026-11-15 at end of day AoE.

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Professors

Professor

University Name
Country flag

Germany

Research Interests

Artificial Intelligence

Physical Chemistry

Deep Learning

Ml

Markov Chain