cs.MS · 2026-08-25 · No. 95

Mathematical Software, 2026-08-25.

1 new papers in cs.MS. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    ADDA: a Modular Framework for Representing, Simulating and Assimilating Dynamics with End-to-end Differentiability

    Anthony Frion, Vien Minh Nguyen-Thanh, Ali Can Bekar, Pauleo R. Nimtz, Vadim Zinchenko, David S. Greenberg

    cs.MS · cs.LG

    Data assimilation (DA) is an essential tool for prediction and understanding in the geosciences. DA combines simulation programs representing scientific knowledge with observations that constrain system dynamics, resulting in analyses and forecasts that incorporate both knowledge and data. DA tasks can be addressed with a diverse toolset, including variational, ensemble and learning-based methods. In particular, many recent works have...

    arxiv.org/abs/2608.23297 · PDF

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