Publications & Research
As a researcher in Computational Physics, I am committed to open science and the dissemination of knowledge. Below is a curated list of my publications and ongoing research projects.
Peer-Reviewed Publications
Coming soon.
Conference Presentations & Posters
- “Deep Learning Applications in Nonlinear Fiber Optics”, SUST Annual Research Conference, 2026.
- “Optimizing Gradient Descent for High-Dimensional Physical Systems”, International Physics Symposium (Placeholder), 2025.
Ongoing Research Projects
Physics-Informed Neural Networks (PINNs) for NLO
Developing neural network architectures that respect the underlying physical symmetries of the Nonlinear Schrödinger Equation (NLSE) to improve generalization and reduce training data requirements.
Computational Modeling of Soliton Dynamics
Investigating the stability and interaction of optical solitons in multi-mode fibers using high-performance numerical simulations in Julia and C++.