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Nicholas Mueller

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Preprint Aug 2026

Opal.jl: a comprehensive, composable framework for data assimilation in Julia

Data assimilation (DA) and inverse modelling are indispensable tools for combining physics-based models with observations, yet the software that implements them is often fragmented: sequential (Kalman and particle) filters and variational (3D/4D-Var) estimators are typically developed as separate codebases, each tied t...

Nicholas Mueller · 0 citations

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