Research Intern : Statistical Physics of Learning Machines

We are inviting applications for a **six-month research internship** on a project at the interface of **statistical physics, machine learning, and complex systems** . Research Area **Statistical Physics of Learning Machines** The project will explore how ideas from statistical mechanics, dynamical systems, and high-dimensional systems can be used to understand learning machines. Possible directions include learning dynamics, loss landscapes, generalization, criticality, and collective behavior in neural networks and related models. The emphasis will be on developing a **theoretical and computational understanding of learning systems using concepts from physics** . Eligibility **Only candidates with an M.Sc. in Physics are eligible to apply.** Applicants should have a strong interest in theoretical and computational research. Prior exposure to statistical mechanics, nonlinear dynamics, complex systems, or machine learning would be useful. Desirable skills * Statistical mechanics * Linear algebra and probability * Python * Numerical simulations * Neural networks / machine learning * Scientific computing Prior experience in machine learning is desirable but **not essential** . A strong foundation in physics and willingness to learn are more important. Internship **Duration: Six months** **Stipend: ₹15,000 per month** The selected intern will work on an active research problem and gain experience in analytical modelling, numerical simulations, scientific literature, and research-level machine learning. The internship would be particularly suitable for candidates considering a future **PhD in statistical physics, complex systems, computational physics, or theoretical machine learning** . Application Interested candidates may apply through the LinkedIn job posting and include: 1. CV 2. A short statement describing their research interests and motivation for applying 3. Details of relevant coursework, projects, programming experience, or research experience **Project:** Statistical Physics of Learning Machines **Position:** Research Intern **Duration:** Six months **Eligibility:** M.Sc. in Physics only **Stipend:** ₹15,000/month