Non-Linear Multiscale Dynamics (NMD) Simulation using Quantum Simulation
Jincheng Zhang
Abstract
Non-Linear Multiscale Dynamics (NMD) is a powerful computational technique used to study the behavior of complex biological systems by iteratively refining the model from coarse-grained to detailed simulations. This paper explores the application of quantum simulation to enhance the accuracy and efficiency of NMD simulations, particularly by leveraging quantum phenomena to improve the representation of the system's dynamics. We present a novel approach to quantum simulation within the NMD framework, focusing on optimizing the representation of key physical parameters and reducing computational costs. Our work demonstrates significant improvements in simulation fidelity and speed compared to traditional methods, offering a promising pathway toward more sophisticated NMD models. The core claim is that utilizing quantum simulation techniques significantly enhances the precision and efficiency of NMD simulations, thereby providing a deeper understanding of biological systems.