Quantum-Inspired Geometric Modeling for Complex Systems
Jincheng Zhang
Abstract
Quantum-inspired geometric modeling aims to enhance the accuracy of simulations and predictions across a diverse range of complex systems by leveraging the principles of quantum mechanics and geometric representation. This paper presents a novel framework for modeling complex systems using quantum-inspired geometric concepts, focusing on the creation of a 'quantum state' representation that facilitates more precise and reliable predictions. The core mechanism involves incorporating quantum-inspired geometric techniques into the system's geometry, resulting in a shift towards more accurate and robust simulations. This research addresses limitations inherent in traditional modeling approaches and offers a promising avenue for advancing predictive capabilities in various fields. The proposed framework provides a foundation for improved understanding and control within complex systems.