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

G. Geogdzhayev, A. N. Souza, R. Ferrari, G. R. Flierl (2024). A Statistical Emulator Design for Averaged Climate Fields. Authorea, Inc..

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M. Wang, A. N. Souza, R. Ferrari, T. Sapsis (2024). Stochastic Emulators of Spatially Resolved Extreme Temperatures of Earth System Models. Authorea, Inc..

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Ludovico T. Giorgini, Katherine Deck, Tobias Bischoff, Andre N. Souza (2024). Response Theory via Generative Score Modeling.

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S. Silvestri, G. L. Wagner, N. C. Constantinou, C. N. Hill, J. M. Campin, A. N. Souza, S. Bishnu, V. Churavy, J. C. Marshall, R. Ferrari (2024). A GPU-based ocean dynamical core for routine mesoscale-resolving climate simulations. Authorea, Inc..

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G. L. Wagner, A. Hillier, N. C. Constantinou, S. Silvestri, A. N. Souza, K. Burns, C. Hill, J. M. Campin, J. Marshall, R. Ferrari (2023). Formulation and calibration of CATKE, a one-equation parameterization for microscale ocean mixing. arXiv preprint arXiv:2306.13204.

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Latest News

Oct 2, 2023 1 min read
Focus on Fluids Highlighted Article
Focus on Fluids Highlighted Article

The paper Statistical Nonlocality of Dynamically Coherent Structures was recently highlighted in the Focus on Fluids article Ineffective Diffusivity