ClosureKF v1.0: Code and data for "A safeguarded protocol for discovering parsimonious closures in state-space environmental models"

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Authors: Ilias Mavris, Manousos Valyrakis
Cited by: 0

Abstract

ClosureKF v1.0 provides the code and data used in the study “A safeguarded protocol for discovering parsimonious closures in state-space environmental models.” The repository implements the ClosureKF protocol for discovering reduced closure models in dynamical environmental systems using state-space methods and statistical safeguards. The archive includes: - Source code for the ClosureKF framework- Scripts used to run the experiments- Example datasets and configuration files- Documentation to reproduce the results The repository is intended to support reproducibility and reuse of the proposed methodology.

Fields of Study & Subjects

Control Systems and Identification Target Tracking and Data Fusion in Sensor Networks Meteorological Phenomena and Simulations

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
6 March 2026
Language
EN