self-organized-criticality

Measuring progress in literature

Matlab library to visualize the avalanche and power law characteristics of the Bak-Tang-Wiesenfeld sandpile model

Implementation of a minimal neural network model for the study of self-organized criticality

A different take on the sandpile model

Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184

All the code used in the simulations for my masters thesis.

DEVELOPMENT OF A SOFTWARE TOOLKIT FOR INVESTIGATION AND MANAGEMENT OF EPIDEMICS IN SELF_ORGANIZING SYSTEMS

Forest Fire Simulation Project for the Completion of PH4505 Computational Physics - NTU Singapore Spring 2018

Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.

Various studies show that criticality is an attractor in biological evolution. Which conditions have to be fulfilled, such that criticality acts as an attractor in our neuroevolution simulation? -- Masters Thesis Project ---

Code used in paper titled "PLDR-LLMs Reason at Self-Organized Criticality"

Toy model for exploring complex system properties in a slow driven disordered medium following threshold dynamics and stress redistribution schemes. The tool can be used to explore phase transitions, fractal and multifractal properties, as well as self-organized criticality.

Moteur de régulation éthique computationnelle. Remplace les "garde-fous" statiques par une homéostasie dynamique (EHE) basée sur la minimisation de l'entropie sociale ($\Delta S$) et la criticalité auto-organisée.

Paper replications and original analysis in magnetospheric physics: Consolini (2002) SOC replication, Bruno & Carbone (2013) turbulence replication, five-system cross-comparison

Reproducible R & Python workflow for fractal analysis of seismicity: box-counting (D0) and correlation (D2) dimensions, fault-network dimension, and maximum-likelihood Gutenberg–Richter b-value, with Mc selection and Gardner–Knopoff declustering. Case study: Marmara region, North Anatolian Fault Zone.

Research Lab: Why do clusters fail - Multi-agent analysis of cascade dynamics, resource exhaustion, and network partition failure patterns

Criticality analysis on complex networks using Power-law scaling functions, exponential relations, and phase transitions

Implémentation du Protocole Lichen (TU-HEC) : Une architecture d'alignement pour l'IA basée sur la thermodynamique, la trigonométrie vectorielle (MAC) et les attracteurs harmoniques ($\phi$). Vers une homéostasie éthique computationnelle

Simulation of sandpile dynamics via a cellular automaton and corresponding analysis to extract scaling exponents from avalanche statistics