Current modules, student projects and past teaching. Openly available course materials are on the Resources page.
Current modules, University of Birmingham
2026-27
- LM Artificial Intelligence & Machine Learning (LM): 🔒 Canvas page
- LM Algorithms for Data Science (LM): 🔒 Canvas page
🔒 Canvas pages are available to enrolled students only (University of Birmingham login required).
Student projects
I supervise MSc and final-year undergraduate projects that sit at the interface of physics, computation and neuroscience. Typical themes include:
- extracting trustworthy physiological information from diffuse optical signals (fNIRS, DCS)
- uncertainty quantification and reproducibility in biomedical measurements
- physics-informed machine learning for optical neuroimaging
- complex systems, brain networks, and longitudinal monitoring
- STEM education and cognitive neuroscience
Current project ideas are shared with University of Birmingham students here: 🔒 project ideas (university login required).
Online courses
- Introduction to fNIRS, Society for functional Near Infrared Spectroscopy: course page
- FÃsica das Coisas: aplicações da FÃsica para curiosos (in Portuguese), University of Campinas (Unicamp): an introductory physics course in 12 modules and 109 short animated video lessons, with 25 live sessions, from the scientific method to energy, waves, nuclear physics and the age of the Universe. Course page
Past teaching
- Introduction to Physics (F 008), University of Campinas (Unicamp), Brazil. Lecture notes (in Portuguese) are available on request: email me.