Souza Research
I am an applied mathematician interested in solving challenges in modeling complex data. My research is in generative AI, scientific computing, Bayesian methods, and geophysics.
Latest Preprints
(2024).
A Modified Bisecting K-Means for Approximating Transfer Operators: Application to the Lorenz Equations.
arXiv preprint arXiv:2412.03734.
(2024).
A Statistical Emulator Design for Averaged Climate Fields.
Authorea, Inc..
(2024).
Stochastic Emulators of Spatially Resolved Extreme Temperatures of Earth System Models.
Authorea, Inc..
(2024).
A GPU-based ocean dynamical core for routine mesoscale-resolving climate simulations.
Authorea, Inc..
(2023).
Formulation and calibration of CATKE, a one-equation parameterization for microscale ocean mixing.
arXiv preprint arXiv:2306.13204.
