A. N. Souza

Latest

A modified bisecting K-means for approximating transfer operators
A theoretical framework to understand sources of error in Earth System Model emulation
An EOF-Based Emulator of Means and Covariances of Monthly Climate Fields
NORi: An ML-Augmented Ocean Boundary Layer Parameterization
Reduced-Order Modeling of Cyclo-Stationary Time Series Using Score-Based Generative Methods
Score-based generative emulation of impact-relevant Earth system model outputs
Statistical Parameter Calibration with the Generalized Fluctuation Dissipation Theorem and Generative Modeling
A GPU-based ocean dynamical core for routine mesoscale-resolving climate simulations
Surface to Seafloor: A Generative AI Framework for Decoding the Ocean Interior State
Predicting Forced Responses of Probability Distributions via the Fluctuation-Dissipation Theorem and Generative Modeling
Formulation and calibration of CATKE, a one-equation parameterization for microscale ocean mixing
KGMM: A K-means Clustering Approach to Gaussian Mixture Modeling for Score Function Estimation
High-level, high-resolution ocean modeling at all scales with Oceananigans
Learning Dissipation and Instability Fields from Chaotic Dynamics
Stochastic Emulators of Spatially Resolved Extreme Temperatures of Earth System Models
On the non-local nature of turbulent fluxes of passive scalars
Reduced Markovian models of dynamical systems
Representing turbulent statistics with partitions of state space. Part 1. Theory and methodology
Representing turbulent statistics with partitions of state space. Part 2. The compressible Euler equations
The evolving butterfly: Statistics in a changing attractor
Statistical non-locality of dynamically coherent structures
The Flux-Differencing Discontinuous Galerkin Method Applied to an Idealized Fully Compressible Nonhydrostatic Dry Atmosphere
Turbulent mixing of a passive scalar in the ocean mixed layer
Uncertainty Quantification of Ocean Parameterizations: Application to the K-Profile-Parameterization for Penetrative Convection
Wall-to-wall optimal transport in two dimensions
Metastable transitions in inertial Langevin systems: What can be different from the overdamped case?
Maximal transport in the Lorenz equations
Transport bounds for a truncated model of Rayleigh--Bénard convection
Predictions of x-ray scattering spectra for warm dense matter