Postdoc: Dynamics of High-Dimensional Disordered Landscapes

CNRS; France; Sur place; EUR 42 000 - 52 000; Plein temps

Avantages offerts par ce poste

Conference funding

Computing equipment

Résumé du poste

The CNRS/LPTMS postdoctoral position at Université Paris-Saclay invites a researcher to study out-of-equilibrium dynamics in high-dimensional disordered systems, connecting analytical and numerical methods to identify metastable states and low-energy pathways.

You will publish results, present at seminars, and co-supervise a Master 2 intern, with dedicated funding for conferences and computing equipment available.

Qualifications

• PhD in theoretical/statistical physics or applied mathematics or a related field.
• Strong analytical and numerical skills.
• Interest in high-dimensional systems and machine learning theory.

Responsabilités

• Develop analytical and numerical approaches to out-of-equilibrium dynamics.
• Publish results and present at group meetings, workshops, and conferences.
• Co-supervise a Master 2 intern on related topics.

Connaissances

Analytical methods

Numerical simulations

Machine learning theory

Problem solving

Formation

PhD in theoretical/statistical physics or applied mathematics

Outils

Replica methods

Dynamical mean-field theory

Description du poste

The CNRS/LPTMS postdoctoral position at Université Paris-Saclay invites a researcher to study out-of-equilibrium dynamics in high-dimensional disordered systems, connecting analytical and numerical methods to identify metastable states and low-energy pathways.

You will publish results, present at seminars, and co-supervise a Master 2 intern, with dedicated funding for conferences and computing equipment available.