Yumeng Chen

University of Reading

United Kingdom

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Articles (9)

Year:

2024

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2024

Year:

2024

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2024

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2023

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2023

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2023

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2021

Year:

2021

Collaborators (6)

Ross Bannister

University of Reading

UNITED KINGDOM

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Jörn Behrens

Professor

Universität Hamburg

GERMANY

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Alison Fowler

University of Reading

UNITED KINGDOM

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Alberto Carrassi

University of Reading

UNITED KINGDOM

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Bo Dong

UNITED KINGDOM

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Keith Haines

BMT Professor

University of Reading

UNITED KINGDOM

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Yumeng Chen

Research Interests

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Articles (9)

Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble

Tailoring data assimilation to discontinuous Galerkin models

Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology

DAPPER: Data Assimilation with Python: a Package for Experimental Research

Simplified Kalman smoother and ensemble Kalman smoother for improving reanalyses

Deep learning subgrid-scale parametrisations for short-term forecasting of sea-ice dynamics with a Maxwell elasto-brittle rheology

Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019–2020

Extending legacy climate models by adaptive mesh refinement for single-component tracer transport: a case study with ECHAM6-HAMMOZ (ECHAM6.3-HAM2.3-MOZ1.0)

Inferring the instability of a dynamical system from the skill of data assimilation exercises

Collaborators (6)

Ross Bannister

Jörn Behrens

Alison Fowler

Alberto Carrassi

Bo Dong

Keith Haines

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