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Syracuse University

Just Landed

Simons Postdoc in the Physics of Learning and Neural Computation Syracuse University in United States

Degree Level

Postdoc

Field of study

Computer Science

Funding

Available

Deadline

Dec 1, 2026

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Country

United States

University

Syracuse University

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Keywords

Computer Science
Mathematics
Artificial Intelligence
Theoretical Physics
Field Theory
Statistical Mechanics
Artificial Neural Network
Random Matrix Theory
Disordered Systems
Phase Transition
Statistics
Physics
ML

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Posted Yesterday

About this position

Syracuse University’s Institute for Quantum and Information Sciences is offering a postdoctoral position in the physics of learning and neural computation within Alexander Maloney’s research group, as part of the Simons Collaboration on the Physics of Learning and Neural Computation.

The postdoc will work at the interface of physics and machine learning, developing and applying physics-inspired tools to problems in artificial intelligence. The advertised research direction includes using field theory, random matrix theory, and statistical mechanics/disordered systems approaches to study neural networks and related learning systems.

Example topics named in the advert include neural scaling laws, phase transitions in neural networks, statistical models of data, and physics-inspired architectures. The position is broad in scope and explicitly welcomes applicants with wider interests in this rapidly evolving area.

The successful researcher will join a theory group that spans physics, mathematics, and computer science, with active programs in machine learning, theoretical physics, quantum information theory, and soft condensed matter physics.

Funding details

Available

What's required

Applicants should have a background in physics or machine learning; candidates with a pure physics background who are interested in switching into machine learning are also welcome. A cover letter, curriculum vitae, list of publications, statement of research interests, and at least three letters of recommendation are required for application.

How to apply

Submit a cover letter, CV, list of publications, research statement, and at least three letters of recommendation through the AcademicJobsOnline posting. Applications will be considered from 2026-12-01 until the position is filled.

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