About

I am a computational physicist and PhD student in Experimental and Theoretical Physics at IFSC-USP, funded by FAPESP. My research focuses on nanophotonics and light–matter interaction in complex structures such as metasurfaces. I work on numerical simulations of electromagnetic and quantum systems, combined with machine learning techniques, mainly Deep Neural Networks (DNNs) and Physics-Informed Neural Networks (PINNs), for the modeling and inverse design of nanophotonic devices.

Research Interests

• Light–matter interaction
• Quantum Nanophotonics
• Plasmonics
• Deep Learning
• Physics-Informed Machine Learning
• Numerical Simulations

Publications

• (2025) 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. Journal of Luminescense. 10.1016/j.jlumin.2024.121020

Full list available on Google Scholar.

Contact

Feel free to contact me via email: viniciusbmarcos@usp.br