Simulation of ultracold Bose gases with the complex Langevin method

Philipp Heinen
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Abstract

This PhD thesis gives a comprehensive treatment of ab initio lattice Monte Carlo simulations of ultracold Bose gases by means of the complex Langevin algorithm. Since the field-theoretic action of non-relativistic bosons is a complex quantity, the corresponding path integral features a complex weight and is not accessible to standard Monte Carlo techniques. The complex Langevin algorithm represents an approach to overcome this obstacle, thereby providing the intriguing possibility of numerically exact simulations of interacting Bose-Einstein condensates within the field-theoretic framework. After reviewing the coherent-state path integral description of ultracold Bose gases as well as the complex Langevin method, we present the results of simulations in several physical scenarios. While parts of the thesis are based on arXiv:2204.10661 and arXiv:2304.05699 that treat the 3D and 2D homogeneous gas with contact interactions, it contains additional material covering external trapping potentials as well as Bose gases with long-range dipolar interactions.
用复朗格文方法模拟超冷玻色气体
这篇博士论文通过复杂朗格维纳尔算法,全面论述了超冷玻色气体的ab initio晶格蒙特卡罗模拟。由于非相对论玻色子的场论作用是一个复数,因此相应的路径积分具有复数权重,标准蒙特卡洛技术无法利用。复杂朗格维纳尔算法是克服这一障碍的方法,从而为在场论框架内对相互作用的玻色-爱因斯坦凝聚态进行精确数值模拟提供了令人感兴趣的可能性。在回顾了超冷玻色气体的相干态路径积分描述以及复朗格文方法之后,我们介绍了几种物理情景下的模拟结果。论文的部分内容以 arXiv:2204.10661 和 arXiv:2304.05699 为基础,处理了具有接触相互作用的三维和二维均相气体,同时还包含了涉及外部捕获势以及具有长程偶极相互作用的玻色气体的额外材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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