Scholar
Jan Drgona
Google Scholar ID: A-EA2KsAAAAJ
Johns Hopkins University
Citations & Impact
Citations
3,007
H-index
22
i10-index
39
Publications
20
Co-authors
19
list available
Publications
Resume (English only)
Background
- Associate Professor in the Department of Civil and Systems Engineering at Johns Hopkins University (JHU)
- Secondary appointment in the Department of Electrical and Computer Engineering
- Core faculty member of the Ralph S. O’Connor Sustainable Energy Institute (ROSEI)
- Affiliate of the Data Science and AI Institute (DSAI)
- Research focuses on differentiable programming and scientific machine learning (SciML) for dynamical systems, constrained optimization, and control, with applications to sustainable energy systems
- Lead developer of the Neuromancer SciML library in PyTorch for constrained optimization, physics-informed machine learning, and optimal control
