Work

Cause or Trigger? From Philosophy to Causal Modeling

Year: 2025

Type: article

Abstract: The files contain the Python implementation of the Cause-Trigger algorithm, the codes for experiments and data. Based on the temporal measurements of natural processes, the algorithm differentiates among causal and triggering processes of a selected target process (effect). The Cause-Trigger algorithm is validated on publicly available ERA5 data corresponding to the locations of two cyclones Freddy and Zazu. The findings obtained from the experiments agree with the expert’s knowledge.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.15016324

Author: Wöß, Rainer

Institution: University of Vienna

Language: English

Topic: Meteorological Phenomena and Simulations

Subfield: Atmospheric Science

Field: Earth and Planetary Sciences

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6893230747

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