Non-Linear Quantum Field Theory with Adaptive Parameters
Jincheng Zhang
Abstract
This paper introduces a novel approach to quantum field theory simulation utilizing a dynamically adjusted field parameter set. Traditional methods often necessitate extensive parameter tuning, limiting the flexibility and computational efficiency of simulations. This work proposes a system that continuously recalibrates the field's parameters based on observed data, offering a more intuitive and efficient solution compared to fixed parameter sets. The core mechanism centers on a feedback loop that adapts the field's characteristics to maximize the accuracy of the simulation. This paper details the theoretical framework, implementation considerations, and preliminary results demonstrating the efficacy of this adaptive technique.