MPSDynamics.jl: Tensor network simulations for finite-temperature (non-Markovian) open quantum system dynamics.
Thibaut Lacroix1, Brieuc Le Dé2, Angela Riva3
1Institut für Theoretische Physik und IQST, Universität Ulm, Albert-Einstein-Allee 11, D-89081 Ulm, Germany.
The Journal of Chemical Physics
|August 29, 2024
Summary
MPSDynamics.jl simplifies quantum system simulations for non-Markovian dynamics. This open-source Julia package uses matrix product states for accurate zero and finite temperature simulations.
Area of Science:
- Quantum physics
- Computational physics
Background:
- Simulating open quantum systems is computationally demanding.
- Understanding non-Markovian dynamics is crucial for quantum technologies.
- Existing methods often struggle with accuracy at finite temperatures.
Purpose of the Study:
- Introduce MPSDynamics.jl, a Julia package for open quantum systems simulations.
- Provide an easy-to-use interface for studying non-Markovian dynamics.
- Facilitate simulations at both zero and finite temperatures.
Main Methods:
- Utilizes numerically exact Thermalized-Time Evolving Density operator with Orthonormal Polynomials Algorithm (TTRG).
- Employs tensor network representations, specifically matrix product states (MPS) and tree tensor network states.
- Implements various Time-Dependent Variational Principle (TDVP) methods, including bond-adaptive algorithms.
Main Results:
- MPSDynamics.jl offers a versatile platform for simulating complex quantum dynamics.
- The package supports long-range interactions, time-dependent Hamiltonians, and diverse environmental couplings (bosonic/fermionic).
- Robust data storage, logging, and measurement capabilities are integrated.
Conclusions:
- MPSDynamics.jl provides a powerful and accessible tool for researchers in many-body physics and quantum information.
- The package enables accurate, state-of-the-art simulations of non-Markovian open quantum systems.
- Its features facilitate the study of quantum phenomena across various physical systems.
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