Dr. Rola Houhou
Independent Researcher - Inverse Problems, PDE-Constrained Modeling & Scientific AI
I am an independent researcher working at the intersection of inverse problems, physics-based modeling, and data-efficient scientific inference. My research focuses on developing physically grounded inverse modeling frameworks for complex systems under data scarcity, uncertainty, and ill-posedness, with applications in biophotonics, imaging, and multimodal scientific sensing.
Education
- PhD - Photonic Data Science - Friedrich-Schiller University, Germany
- MSc - Analysis & Probability for PDEs - Saint-Joseph University, Lebanon
- MSc - Statistics for Finance & Insurance - Le Cnam, France/Lebanon
- BSc - Pure Mathematics - Lebanese University, Lebanon
Currently open to collaborations and institutional affiliations.