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Code and Concepts: Exploring Scientific Code with GICAT

Gramelsberger, Gabriele and Wenz, Daniel and Pantsar, Markus and Kasprowicz, Dawid and Heyen, David (2026) Code and Concepts: Exploring Scientific Code with GICAT. [Preprint]

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Abstract

Whether for data-driven models or computer simulations, developing and using of scientific software has become an indispensable part of science and the humanities. Facing the complexity of scientific code, we developed a software tool (GICAT) to analyze data-structures, code layers and code genealogies. In this paper, we combine a description of the functionality of GICAT with a genealogical study of the transformation of scientific concepts into their encoded counterparts. of philosophy of science and science and technology studies (STS).


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Item Type: Preprint
Creators:
CreatorsEmailORCID
Gramelsberger, Gabrielegramelsberger@humtec.rwth-aachen.de
Wenz, Danieldaniel.wenz@humtec.rwth-aachen.de
Pantsar, Markusmarkus.pantsar@humtec.rwth-aachen.de
Kasprowicz, Dawiddawid.kasprowicz@humtec.rwth-aachen.de
Heyen, David
Keywords: philosophy of science code analysis software science and technology studies
Subjects: General Issues > Computer Simulation
General Issues > Explanation
General Issues > History of Philosophy of Science
General Issues > Structure of Theories
Depositing User: Dr. Markus Pantsar
Date Deposited: 18 Mar 2026 18:16
Last Modified: 18 Mar 2026 18:16
Item ID: 28665
Subjects: General Issues > Computer Simulation
General Issues > Explanation
General Issues > History of Philosophy of Science
General Issues > Structure of Theories
Date: 18 March 2026
URI: https://philsci-archive.pitt.edu/id/eprint/28665

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