Title: Quantum Phase-Field Modeling with Variational Embedding
Jincheng Zhang
Abstract
Quantum phase-field models are fundamental to understanding and predicting the behavior of complex quantum systems, particularly in condensed matter physics. Traditional modeling relies on computationally intensive techniques, often limiting the size and complexity of simulations. This research investigates a novel method for representing and simulating phase-fields using variational embedding techniques – a promising approach to overcome these limitations. We introduce a new framework that constructs a latent space for the phase-field, enabling the simulation of highly complex quantum systems with significantly reduced computational requirements. This work presents a mathematically rigorous framework and demonstrates its potential to revolutionize the modeling of quantum phase-fields, opening new avenues for accurate and efficient simulations.