Caetano Souto Maior Mendes

Postdoc Fellow

Photo not available

T +34 946 567 842
F +34 946 567 842

Information of interest

Other links

caesoma's sci phi page

I am a natural scientist with a diverse background ranging from Inorganic and Quantum Chemistry to Host-Microbe interactions and Systems Genomics, always with a strong mathematical/statistical component -- especially dynamic nonlinear (e.g. ODE and discrete-time stochastic) models and Bayesian inference.

I believe understanding any system requires a useful description of its mechanisms; therefore,  I am interested in using nonparametric statistical approaches on experimental (and if not available, observational) data to extract relevant patterns and construct mathematical models that realistically describe natural processes.

PDE-HMC Interface

Bayesian inference combined with Advanced Hamiltonian samplers for parameterization of PDE models using a Finite-Volume solution scheme

Authors: Caetano Souto Maior Mendes

License: AGPL V3