We are always looking for exceptionally talented, enterprising, and motivated students who are eager to contribute to cutting-edge research. Students from B.Tech, M.Tech, or Ph.D. programs are welcome to apply.
How to Apply
If you're interested in joining the CMAS lab, send an email to Prof. Sourajeet Roy at [email protected] with the subject line: Prospective Member of the CMAS
- Your email should include:
- A current CV
- Your latest transcript (unofficial is fine)
Shortlisted candidates will be invited for an interview (online or in person).
Due to the volume of applications, only selected candidates will be contacted.
What We Look For
We look for students who have:
- A solid foundation in mathematics, particularly:
- Probability and statistics
- Optimization
- Numerical modeling
- Probability and statistics
- Familiarity with CAD tools:
- Cadence, SPICE or TCAD
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Programming experience in:
- MATLAB, Python, or C++
- Motivation to do high-quality research and publish in top conferences and journals
Current Openings:
Junior Research Fellow Opening at CMAS Lab, IIT Roorkee
The CMAS Lab at the Department of Electronics and Communication Engineering, IIT Roorkee, is inviting applications for a JRF to join our growing team under the ANRF project entitled "Physics Informed Neural Operators (PINO): A Scientific Machine Learning Approach for the Extremely Fast First-Principles Monte Carlo Analysis of Nanoscale FETs".
Research Focus:
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Physics-Informed Neural Operators (PINO) for multiphysics device modeling
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AI-assisted CAD solvers for nanoscale transistors
- Compact modeling using Physics-Informed ML (PIML)
Who should apply?
- BTech/MTech in ECE, EE, or related fields
- Strong background in mathematics & device physics
- Python + basic ML knowledge (preferred)
- Prior ML/research experience → plus
Location:
CMAS Lab, ECE Department, IIT Roorkee
To Apply:
Please send your CV, a brief research statement, and relevant publications to Prof. Sourajeet Roy at [email protected].
We strongly recommend applying for IIT Roorkee PhD Autumn 2026 (Deadline: April 20) for the potential PhD pathway.
PhD Hiring — Autumn Semester 2025
We are excited to announce multiple research openings for the Autumn Semester 2025. We are looking for motivated candidates interested in cutting-edge research at the intersection of machine learning, physics, and electronic systems.
🔬 Possible Research Directions
(including, but not limited to)
- Physics-Informed Neural Operators (PINO)
- Physics-Informed Koopman-based and Neural Operator methods (PIKANO)
- Machine learning–based optimization for robustness and reliability of circuit and device designs
- Inverse modeling and parameter extraction for nanoscale electronic devices
- Modeling and analysis of high-speed interconnects
- Multiphysics modeling of nanoscale devices
How to Apply
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Applicants must apply through the official IIT Roorkee PhD admissions portal:
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Program: ECE
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Deadline: April 20
-
Program: ECE
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Please send the following documents to Prof. Sourajeet Roy
[email protected]- Curriculum Vitae (CV)
- A brief research statement
- Relevant publications (if any)
- Curriculum Vitae (CV)
Join us to work on impactful, interdisciplinary research problems at the frontier of science and engineering.
💡
"While I personally review all applications, I may not be able to respond to every email. If your background aligns well with the lab’s needs, I will reach out to you directly. No student is accepted without a formal interview."
— Prof. Sourajeet Roy