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Niraj Agarwal
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On data-driven induction of the low-frequency variability in a coarse-resolution ocean model
EA Ryzhov, D Kondrashov, N Agarwal, JC McWilliams, P Berloff
Ocean Modelling 153, 101664, 2020
212020
On data-driven augmentation of low-resolution ocean model dynamics
EA Ryzhov, D Kondrashov, N Agarwal, PS Berloff
Ocean Modelling 142, 101464, 2019
172019
A comparison of data‐driven approaches to build low‐dimensional ocean models
N Agarwal, D Kondrashov, P Dueben, E Ryzhov, P Berloff
Journal of Advances in Modeling Earth Systems 13 (9), e2021MS002537, 2021
162021
Correlation-based flow decomposition and statistical analysis of the eddy forcing
N Agarwal, EA Ryzhov, D Kondrashov, P Berloff
Journal of Fluid Mechanics 924, A5, 2021
102021
Impact of Stochastic Ocean Density Corrections on Air‐Sea Flux Variability
N Agarwal, RJ Small, FO Bryan, I Grooms, PJ Pegion
Geophysical Research Letters 50 (13), e2023GL104248, 2023
12023
Cross-Attractor Transformations: A Novel Machine Learning Framework to Minimize Forecast Error in the Presence of Model Bias
N Agarwal, DE Amrhein, I Grooms
Authorea Preprints, 2023
2023
Impact of stochastic ocean density corrections on air-sea flux variability
N Agarwal, J Small, FO Bryan, I Grooms, P Pegion
Authorea Preprints, 2022
2022
On the Parameterization of Sub-Grid Scale Density Variations in Ocean Circulation Models
N Agarwal, F Bryan, I Grooms
AGU Fall Meeting Abstracts 2022, NG42B-0400, 2022
2022
Statistical-dynamical analyses and modelling of multi-scale ocean variability
N Agarwal
Imperial College London, 2021
2021
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