论文标题
神经网络量子状态：系统评价
Neural-Network Quantum States: A Systematic Review
论文作者
论文摘要
所谓的当代AI革命已到达社会，人类和自然科学的每个角落 - 包括物理学。在量子多体物理学的背景下，其与机器学习的交集配置了一个高影响力的跨学科研究领域。随着最近出版的近期开创性贡献的出现。这种研究领域的一个特殊研究线是所谓的神经网络量子状态，这是一种解决量子多体系统解决方案的强大变分计算方法，已证明可以与成熟的，传统的形式主义竞争。在这里，提出了有关神经网络量子状态的文献的系统评价。
The so-called contemporary AI revolution has reached every corner of the social, human and natural sciences -- physics included. In the context of quantum many-body physics, its intersection with machine learning has configured a high-impact interdisciplinary field of study; with the arise of recent seminal contributions that have derived in a large number of publications. One particular research line of such field of study is the so-called Neural-Network Quantum States, a powerful variational computational methodology for the solution of quantum many-body systems that has proven to compete with well-established, traditional formalisms. Here, a systematic review of literature regarding Neural-Network Quantum States is presented.
