Towards a fundamental theory of modeling discrete systems

Modeling is a central concern in both science and engineering. However, we need a new fundamental theory to address the challenges of the digital age. In this paper, we first explain why modeling is fundamental and which challenges must be addressed in the digital world. As a main contribution, we introduce the Heraklit modeling framework as a new approach to modeling. We conclude with some general remarks. Future work will involve the correctness of modeling, the notion of information, and the description of invariance in modeling.

Publication Details

Journal
ArXiv.org
Published
2025-08-27
Primary Topic
Modeling and Simulation Systems
Type
article
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article

Towards a fundamental theory of modeling discrete systems

ArXiv.org
Modeling and Simulation Systems
article

Towards a fundamental theory of modeling discrete systems

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Abstract

Modeling is a central concern in both science and engineering. However, we need a new fundamental theory to address the challenges of the digital age. In this paper, we first explain why modeling is fundamental and which challenges must be addressed in the digital world. As a main contribution, we introduce the Heraklit modeling framework as a new approach to modeling. We conclude with some general remarks. Future work will involve the correctness of modeling, the notion of information, and the description of invariance in modeling.

ArXiv.org
Openalex Percentile: Top 46%
Modeling and Simulation Systems
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Towards a fundamental theory of modeling discrete systems · ArXiv.org (2025) | TGRS Research Map | TGRS