COSMIC-AI
Chaotic System Modeling with Intelligence & Computation
Harnessing AI to Decode Chaos, Powering the Future of Intelligent Systems
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Project Name: Discovery of Chaotic Systems with Artificial Intelligence: Development, Analysis and Practical Applications of New Models
Abstract: Modeling of real-world systems plays an important role in many different fields. However, real-world systems are difficult to analyze because they are complex, dynamic, and uncertain. Since chaotic systems are generally defined as complex, dynamic and uncertain systems, chaos theory is widely used in many disciplines to model real-world systems. For this reason, the discovery of new chaotic systems; It has always been a hot research topic for science and engineering fields. Because it provides benefits such as a better understanding of the natural world, better solutions to engineering problems and the development of basic sciences. However, discovering a new chaotic system and analyzing the chaotic nature of existing systems in detail is a challenging process. The project proposal aims to use artificial intelligence techniques to address this difficult process. In this context, the main research question is "Can a chaotic system generator be designed based on artificial intelligence techniques?" has been. The aim of the project proposal is to develop an artificial intelligence model that can produce new chaotic systems (by learning) from existing chaotic systems. |
News
- COST Action CA21169 DYNALIFE Conference on QUANTUM INFORMATION AND DECISION MAKING IN LIFE SCIENCES
- Limitations of True Randomness in Quantum Integrable Systems: A Theoretical Investigation for Cryptographic Applications (pdf)
- SCI Paper: An efficient 2D hyper chaos and DNA encoding-based s-box generation method using chaotic evolutionary improvement algorithm for nonlinearity (link)
- SCI Paper: A new chaotic system and its practical applications in substitution box and random number generator (link)