An open quantum system refers to a system that is further coupled to a bath system
consisting of surrounding radiation fields, atoms, molecules, or proteins. The bath system is …

Many‐body open quantum systems (OQSs) have a profound impact on various
subdisciplines of physics, chemistry, and biology. Thus, the development of a computer …

Exploring excitation energy transfer (EET) in light-harvesting complexes (LHCs) is essential
for understanding the natural processes and design of highly-efficient photovoltaic devices …

It has been recently shown that supervised machine learning (ML) algorithms can accurately
and efficiently predict long-time population dynamics of dissipative quantum systems given …

The future forecasting ability of machine learning (ML) makes ML a promising tool for
predicting long-time quantum dissipative dynamics of open systems. In this article, we …

Abstract Machine learning has emerged as a promising paradigm to study the quantum
dissipative dynamics of open quantum systems. To facilitate the use of our recently …

The influence of a Gaussian environment on a quantum system can be described by
effectively replacing the continuum with a discrete set of ancillary quantum and classical …

Numerous variational methods have been proposed for solving quantum many-body
systems, but they often face exponentially increasing computational complexity as the …

We show that the effect of a Gaussian bosonic environment linearly coupled to a quantum
system can be simulated by a stochastic Lindblad master equation characterized by a set of …

We develop a discrete fermion approach for modeling the strong interaction of an arbitrary
system interacting with continuum electronic reservoirs. The approach is based on a …