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A non-Markovian neural quantum propagator and its application in the simulation of ultrafast nonlinear spectra
The accurate solution of dissipative quantum dynamics plays an important role in the
simulation of open quantum systems. Here, we propose a machine learning-based universal …
simulation of open quantum systems. Here, we propose a machine learning-based universal …
Polaritons under Extensive Disordered Gas-Phase Molecular Rotations in a Fabry–Pérot Cavity
Directly simulating a large number of molecules interacting with cavity modes is important to
understand the polariton chemistry. However, such a task is challenging due to the steep …
understand the polariton chemistry. However, such a task is challenging due to the steep …
Artificial-intelligence-based surrogate solution of dissipative quantum dynamics: physics-informed reconstruction of the universal propagator
The accurate (or even approximate) solution of the equations that govern the dynamics of
dissipative quantum systems remains a challenging task in quantum science. While several …
dissipative quantum systems remains a challenging task in quantum science. While several …
[HTML][HTML] Surrogate Model for In-Medium Similarity Renormalization Group Method Using Dynamic Mode Decomposition
I propose a data-driven surrogate model for the In-Medium Similarity Renormalization Group
(IMSRG) method using Dynamic Mode Decomposition (DMD). First, the Magnus formulation …
(IMSRG) method using Dynamic Mode Decomposition (DMD). First, the Magnus formulation …
Spin-lattice relaxation with non-linear couplings: Comparison between Fermi's golden rule and extended dissipaton equation of motion
Fermi's golden rule (FGR) offers an empirical framework for understanding the dynamics of
spin-lattice relaxation in magnetic molecules, encompassing mechanisms like direct (one …
spin-lattice relaxation in magnetic molecules, encompassing mechanisms like direct (one …