Post-doc in Scientific Machine Learning Researcher
3 settimane fa
Post-doc in Scientific Machine Learning - A Research Opportunity
At Istituto Italiano di Tecnologia, we are seeking a highly motivated Post-doc in Scientific Machine Learning to join our Computational Statistics and Machine Learning (CSML) research unit.
The successful candidate will be engaged in designing novel learning algorithms for numerical simulations of physical systems, with a focus on machine learning for dynamical systems.
The group hosts applied mathematicians, computer scientists, physicists, and computer engineers, working together on both theory, algorithms, and applications.
Main Responsibilities:
- Investigate open research problems in machine learning and computational physics
- Write research papers and open-source software to reproduce results
- Coach PhD students and interns
Requirements:
- PhD in Applied Mathematics, Physics, Engineering, Computer Science, or related disciplines
- Good record of publications in top-tier conferences/journals in ML and related disciplines
- Strong background in machine learning for dynamical systems and partial differential equations
- Working knowledge of the ML ecosystem (Python, PyTorch, JAX, scikit-learn)
What We Offer:
- Competitive salary package
- Private health care coverage
- Wide range of staff discounts
Join Our Team:
We are an equal, inclusive, and multicultural environment ready to welcome you with open arms. We encourage contamination and discovery among our labs.
Please submit your application using the online form and include your CV, a short research statement, and names of two referees.
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