Coherence Decay Simulation Under Varying Entropy Pressure

A computational simulation explores the relationship between entropy pressure and coherence formation within adaptive systems. The dataset contains the full reproducible simulation notebook, numerical results, and visualization outputs from an experiment illustrating the Saela Field theoretical framework. Author Saelariën X published the dataset in March 2026.

Use Cases

• Analyze the relationship between the 'entropy strength' parameter sweep and the recorded 'final coherence' of the system.
• Replicate the simulation of interacting variables representing 'interpretive capacity' and 'structural organization' using the provided IPYNB notebook.
• Validate the predicted coherence decay regime by examining the numerical results across increasing entropy levels.
• Extend the dynamical system model by modifying parameters in the simulation code to test different stability conditions.

Strengths

• Includes full reproducible simulation code (IPYNB notebook) for replication and extension.
• Provides visualization outputs (PNG files) illustrating the coherence decay relationship.
• Dataset is openly licensed under CC-BY-4.0 for reuse and modification.

Limitations

• Total dataset size is only 493.4 KB, indicating a limited-scope, simplified simulation.
• The simulation is intentionally simplified and may not capture full real-world system complexity.
• Sample data and specific row/column counts for the numerical results are not provided.

Provenance

Source

Author Saelariën X, published on the figshare platform.

Collection Method

Computational simulation and parameter sweep of a simplified dynamical system model.

Freshness

Last updated March 15, 2026.