Publications

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

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

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

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..

G. R. Flierl, A. N. Souza (2024). On the non-local nature of turbulent fluxes of passive scalars. JFM, 986, A8.

G. Geogdzhayev, A. N. Souza, R. Ferrari (2024). The evolving butterfly: Statistics in a changing attractor. Physica D: Nonlinear Phenomena, 462, 134107.

A. N. Souza (2024). Representing turbulent statistics with partitions of state space. Part 2. The compressible Euler equations. Journal of Fluid Mechanics, 997, A2.

A. N. Souza (2024). Representing turbulent statistics with partitions of state space. Part 1. Theory and methodology. Journal of Fluid Mechanics, 997, A1.

L. T. Giorgini, A. N. Souza, P. J. Schmid (2024). Reduced Markovian models of dynamical systems. Physica D: Nonlinear Phenomena, 134393.

O. R. A. Dunbar, M. Bieli, A. Garbuno-Iñigo, M. Howland, A. N. De Souza, L. A. Mansfield, G. L. Wagner, N. Efrat-Henrici (2024). CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification. Journal of Open Source Software, 9(97), 6372.

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S. Silvestri, G. L. Wagner, J. M. Campin, N. C. Constantinou, C. N. Hill, A. Souza, R. Ferrari (2024). A New WENO-Based Momentum Advection Scheme for Simulations of Ocean Mesoscale Turbulence. Journal of Advances in Modeling Earth Systems, 16(7), e2023MS004130.

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.

A. N. Souza, T. Lutz, G. R. Flierl (2023). Statistical non-locality of dynamically coherent structures. JFM, 966, A44.

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A. N. Souza, J. He, T. Bischoff, M. Waruszewski, L. Novak, V. Barra, T. Gibson, A. Sridhar, S. Kandala, S. Byrne, L. C. Wilcox, J. Kozdon, F. X. Giraldo, O. Knoth, J. Marshall, R. Ferrari, T. Schneider (2023). The Flux-Differencing Discontinuous Galerkin Method Applied to an Idealized Fully Compressible Nonhydrostatic Dry Atmosphere. Journal of Advances in Modeling Earth Systems, 15, e2022MS003527.

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A. N. Souza, I. Tobasco, C. R. Doering (2020). Wall-to-wall optimal transport in two dimensions. Journal of Fluid Mechanics, 889, A34.

A. N. Souza, G. L. Wagner, A. Ramadhan, B. Allen, V. Churavy, J. Schloss, J. Campin, C. Hill, A. Edelman, J. Marshall, G. Flierl, R. Ferrari (2020). Uncertainty Quantification of Ocean Parameterizations: Application to the K-Profile-Parameterization for Penetrative Convection. Journal of Advances in Modeling Earth Systems, 12(12), e2020MS002108.

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N. Bhamidipati, A. N. Souza, G. R. Flierl (2020). Turbulent mixing of a passive scalar in the ocean mixed layer. Ocean Modelling, 149, 101615.

A. Ramadhan, G. L. Wagner, C. Hill, J. Campin, V. Churavy, T. Besard, A. Souza, A. Edelman, R. Ferrari, J. Marshall (2020). Oceananigans.jl: Fast and friendly geophysical fluid dynamics on GPUs. Journal of Open Source Software, 5(53), 2018.

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A. N. Souza, M. Tao (2019). Metastable transitions in inertial Langevin systems: What can be different from the overdamped case?. European Journal of Applied Mathematics, 30(5), 830–852.

A. N. Souza, C. R. Doering (2015). Transport bounds for a truncated model of Rayleigh--Bénard convection. Physica D: Nonlinear Phenomena, 308, 26-33.

A. N. Souza, C. R. Doering (2015). Maximal transport in the Lorenz equations. Physics Letters A, 379(6), 518-523.

A. N. Souza, D. J. Perkins, C. E. Starrett, D. Saumon, S. B. Hansen (2014). Predictions of x-ray scattering spectra for warm dense matter. Phys. Rev. E, 89(2), 023108.