🎓 PhD Student in Experimental and Theoretical Physics @ University of São Paulo (IFSC-USP)
🎓 B.Sc. in Computational Physics @ University of São Paulo (IFSC-USP)
💡 Researching Quantum Nanophotonics and Machine Learning (Deep Neural Networks, Physics-Informed Neural Networks) for the inverse design of nanophotonic devices.
📍 São Carlos, Brazil
Physics & Photonics
Machine Learning & Numerical Methods
- Tunable Periodicity in Metal Nanogratings for Optimized Plasmon-Enhanced Upconversion Luminescence in Er³⁺/Yb³⁺ Co-doped PGG Glasses
J.F.M. dos Santos, V.B. Marcos, L.R.P. Kassab, E. Marega Jr.
DOI: 10.1016/j.jlumin.2024.121020
Programming: Python, Julia, Fortran, C, Octave
Technologies: PyTorch, Meep, Lumerical, LaTeX, Blender, Linux
Other: High Performance Computing, Data Science, Numerical Simulations
"Exploring the intersection between physics and artificial intelligence."