Vincent Lawrence Guillemet

Applied Mathematician
Biomedical Imaging Group, EPFL

Email: vincent.guillemet@epfl.ch
Office BM 4140, EPFL, 1015 Lausanne, Switzerland

About

I am an applied mathematician working on high-level formulations that encapsulate a broad class of inverse problems. This allows me to design general protocols for their resolutions, from the existence of solutions to numerical resolution.

Research interests

• Numerical discretization of inverse problems
• Regularization methods for ill-posed problems

Interactive demos

• Global fire activity: weekly data and a continuous-domain reconstruction. Interactive map accompanying the poster "Sparse Spatio-Temporal Models on the Sphere for Seasonal Data Analysis" (SIAM Conference on Imaging Science 2026): weekly satellite fire detections on a 2-degree grid against the periodic reconstruction on the sphere.

Contact

The best way to reach me is by email at vincent.guillemet@epfl.ch.