What are the responsibilities and job description for the Postdoctoral Researcher position at Johns Hopkins Whiting School of Engineering?
Role Description
This is a full-time on-site role for a postdoctoral researcher at the Johns Hopkins Department of Civil and Systems Engineering and the Ralph O'Connor Sustainable Energy Institute (ROSEI). The role is focused on foundational research in Scientific Machine Learning (SciML) for constrained optimization and control, as well as applications in large-scale energy systems.
Qualifications
- PhD degree in Control, Computer Science, Applied Math, Operations Research, Industrial Engineering, or a related field
- Rigorous applied math foundations
- Prior research experience in learning to optimize (L2O) and decision-focused learning
- Prior research experience in physics-informed machine learning (PIML) and neural operators
- Proficiency in at least one programming language (Python, Julia)
- Proficiency in the use of differentiable programming libraries (PyTorch, Jax)
- Demonstrated software development skills via open-source contributions
If you're passionate about advancing research in scientific machine learning for decision-making with a real-world impact, I invite you to apply.
🔬 For more details about my research, visit:
https://solaris-jhu.github.io/solaris-website
https://github.com/SOLARIS-JHU
https://engineering.jhu.edu/case/faculty/jan-drgona/
https://drgona.github.io/
📧 Interested candidates can send their CVs to jdrgona1@jh.edu.