Quantum Theorist for Statistical Mechanics and Machine Learning

3 settimane fa


Trieste, Friuli Venezia Giulia, Italia Ictp Associateship Scheme A tempo pieno

Quantitative Life Sciences Section, ICTP, Trieste

We are seeking an experienced Postdoctoral Researcher to join our team in the area of Statistical Physics and Machine Learning.

The successful candidate will work under the supervision of Dr. Jean Barbier, Principal Investigator of the project CHORAL GA, and will be expected to carry out active, independent, and multidisciplinary research in the broad area of:

  • Statistical inference and theory of neural networks: statistical mechanics, random matrix theory, information-theoretic and algorithmic aspects

The appointment will be made for two years, with the possibility of renewal for up to one additional year.

Requirements

  • PhD in Physics, Mathematics, or a related field
  • Strong background in Statistical Mechanics, Random Matrix Theory, and Information Theory
  • Experience in numerical implementation of inference and machine learning algorithms

Benefits

  • Net monthly salary ranging between 2100–2,700 EUR depending on seniority
  • Private health insurance
  • Pension contribution
  • Special allowances for family members
  • Competitive travel funds
  • Computer equipment

How to Apply

Applications should include a cover letter, an updated Curriculum Vitae, a statement of research interests, and two or more letters of recommendation.



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