Title: Self-Organizing Quantum States – Emergence of Patterns from Randomness

Jincheng Zhang

Published Sep 2, 2026• 0 citations

Abstract

Quantum mechanics, traditionally viewed as a deterministic realm, is increasingly recognized for its potential to generate complex and unpredictable phenomena. This research explores the possibility of creating and manipulating quantum states that spontaneously exhibit intricate patterns, driven by inherent randomness within a system. We propose a novel system where a small amount of random noise is introduced into a quantum system, and the system evolves into these patterns over time, leveraging machine learning to identify and control the resulting structures. The core claim is that this approach offers a pathway towards a more adaptive and potentially transformative understanding of quantum behavior. This work introduces a framework for dynamic pattern generation based on the inherent randomness of quantum evolution, aiming to unlock novel functionalities and insights within the quantum realm.

DOI: 10.5281/zenodo.22250710

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