Eviatar Bach

California Institute of Technology

United States

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Articles (12)

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2023

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2022

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2022

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2022

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2020

Collaborators (6)

Safa Mote

University of Maryland

UNITED STATES

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Matthias Morzfeld

Associate Professor

University of California, San Diego

UNITED STATES

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Ashesh Chattopadhyay

Assistant Professor

University of California, Santa Cruz

UNITED STATES

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Michael Ghil

FRANCE

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Oliver Dunbar

California Institute of Technology

UNITED STATES

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Andrew Stuart

Bren Professor

California Institute of Technology

UNITED STATES

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Eviatar Bach

Research Interests

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Articles (12)

Forecast error growth: A dynamic–stochastic model

Nesterov acceleration for ensemble Kalman inversion and variants

Improved subseasonal prediction of South Asian monsoon rainfall using data-driven forecasts of oscillatory modes

High‐Dimensional Covariance Estimation From a Small Number of Samples

The South Atlantic Dipole via multichannel singular spectrum analysis

Filtering dynamical systems using observations of statistics

A global assessment of the effects of solar farms on albedo, vegetation, and land surface temperature using remote sensing

A Multi‐Model Ensemble Kalman Filter for Data Assimilation and Forecasting

Towards physics-inspired data-driven weather forecasting: Integrating data assimilation with a deep spatial-transformer-based U-NET in a case study with ERA5

EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration

Impacts of 319 wind farms on surface temperature and vegetation in the United States

Advances in Coupled Data Assimilation, Ensemble Forecasting, and Assimilation of Altimeter Observations

Collaborators (6)

Safa Mote

Matthias Morzfeld

Ashesh Chattopadhyay

Michael Ghil

Oliver Dunbar

Andrew Stuart

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