Core Emotion Framework (CEF): Technical Specification 4 (TS-4)

The Core Emotion Framework (CEF) Technical Specification 4 (TS-4) defines the canonical simulationand modeling protocols for computational implementations of the CEF. Whereas TS-1 establishes theoperational mechanics of centers, processes, operators, and activation dynamics, TS-2 defines theempirical validation architecture, and TS-3 specifies the computational structures and update rules,TS-4 provides the formal procedures, protocols, and methodological standards for runningsimulations, conducting computational experiments, and generating model-based predictions. TS-4 isan architecture-level document: it defines simulation logic, perturbation methods, stability analyses,and reproducibility requirements without prescribing programming languages, software platforms, orapplied case studies.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-12-31
DOI
https://doi.org/10.5281/zenodo.18102535
Primary Topic
Simulation Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Core Emotion Framework (CEF): Technical Specification 4 (TS-4)

Jamel Bulgaria
Zenodo (CERN European Organization for Nuclear Research)
Simulation Techniques and Applications
article

Core Emotion Framework (CEF): Technical Specification 4 (TS-4)

Jamel Bulgaria
article en

Abstract

The Core Emotion Framework (CEF) Technical Specification 4 (TS-4) defines the canonical simulationand modeling protocols for computational implementations of the CEF. Whereas TS-1 establishes theoperational mechanics of centers, processes, operators, and activation dynamics, TS-2 defines theempirical validation architecture, and TS-3 specifies the computational structures and update rules,TS-4 provides the formal procedures, protocols, and methodological standards for runningsimulations, conducting computational experiments, and generating model-based predictions. TS-4 isan architecture-level document: it defines simulation logic, perturbation methods, stability analyses,and reproducibility requirements without prescribing programming languages, software platforms, orapplied case studies.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 26%
Simulation Techniques and Applications
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