Main Research Fields

My main research fields are focused on the application of machine learning techniques for data exploitation and spacecraft navigation and control, specially in Solar System exploration missions. I develop methods for the synthetic generation of data suitable for training neural networks capable of dealing with new real data, including sensor measurements as optical cameras, radar or spectrometer data. I put efforts and collaborate on developing and training neural network architectures which are planned to be tested in-orbit in currently flying spacecrafts. I am also interested in astrodynamics tools for mission analysis and trajectory optimization.

In addition, I have developed Virtual Reality (VR) applications for outreach purposes and data exploration mainly focused on Lunar Missions - Time travelling ESA team explore a virtual Moon - and Spacecraft and Mission design, introducing the amazing world of Space Science Missions to younger generations.