Eviatar Bach

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Dynamical Systems

Data Assimilation

Top Venues

J. Comput. Phys.

J. Open Source Softw.

Publications

Enoch Luk, Eviatar Bach, Ricardo Baptista, Andrew Stuart
Learning Optimal Filters Using Variational Inference. CoRR (2024)
Ashesh Chattopadhyay, Ebrahim Nabizadeh, Eviatar Bach, Pedram Hassanzadeh
Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems. J. Comput. Phys. 477 (2023)
Eviatar Bach, Michael Ghil
A multi-model ensemble Kalman filter for data assimilation and forecasting. CoRR (2022)
Oliver R. A. Dunbar, Ignacio Lopez-Gomez, Alfredo Garbuno-Iñigo, Daniel Zhengyu Huang, Eviatar Bach, Jin-Long Wu
EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration. J. Open Source Softw. 7 (80) (2022)
Ashesh Chattopadhyay, Ebrahim Nabizadeh, Eviatar Bach, Pedram Hassanzadeh
Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems. CoRR (2022)
Ashesh Chattopadhyay, Mustafa Mustafa, Pedram Hassanzadeh, Eviatar Bach, Karthik Kashinath
Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers. CoRR (2021)
Eviatar Bach
Proof that the Kalman gain minimizes the generalized variance. CoRR (2021)
Eviatar Bach
parasweep: A template-based utility for generating, dispatching, and post-processing of parameter sweeps. CoRR (2019)