MC
Marcin Chrust
cs.LGphysics.ao-phstat.ML
On Valency
published · living versionsW_gb6px6je·v1 · currentpublished
Batched NN 4D-Var: a performant hybrid model framework for the Integrated Forecasting System
with Alban Farchi, Massimo Bonavita, Marc Bocquet, Wei Pan +1
1 version
Preprints & journals
5 papers in the corpus · 2022–2024GraphDOP: Towards skilful data-driven medium-range weather forecasts learnt and initialised directly from observations2412.15687v1 · Mihai Alexe, Eulalie Boucher, Peter Lean et al.2024 · 4 citationsarXiv
Data driven weather forecasts trained and initialised directly from observations2407.15586v1 · Anthony McNally, Christian Lessig, Peter Lean et al.2024 · 5 citationsarXiv
Impact of an Ensemble of Ocean Data Assimilations in ECMWF's next generation ocean reanalysis system2407.04488v1 · Marcin Chrust, Anthony T. Weaver, Philip Browne et al.2024 · 0 citationsarXiv
Development of an offline and online hybrid model for the Integrated Forecasting System2403.03702v2 · Alban Farchi, Marcin Chrust, Marc Bocquet et al.2024 · 12 citationsarXiv
Online model error correction with neural networks in the incremental 4D-Var framework2210.13817v1 · Alban Farchi, Marcin Chrust, Marc Bocquet et al.2022 · 42 citationsarXiv
Career total: 57 works. 5 are in this corpus.
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