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OQuPy: A Python package to efficiently simulate non-Markovian open quantum systems with process tensors
Gerald E Fux1, Piper Fowler-Wright2, Joel Beckles2
1The Abdus Salam International Center for Theoretical Physics (ICTP), Strada Costiera 11, 34151 Trieste, Italy.
This study introduces OQuPy, an open-source Python package for simulating non-Markovian quantum dynamics. OQuPy offers advanced numerical methods to accurately model quantum systems interacting with structured environments, crucial for quantum technologies.
Area of Science:
- Quantum Mechanics
- Computational Physics
- Quantum Information Science
Background:
- Non-Markovian dynamics are crucial for quantum mechanics and emerging technologies.
- Accurately describing quantum dynamics with memory effects is computationally challenging.
- Existing analytical and numerical methods are often insufficient for complex systems.
Purpose of the Study:
- To present a major release of the OQuPy (Open Quantum System in Python) software package.
- To provide researchers with advanced numerical methods for simulating non-Markovian quantum dynamics.
- To facilitate research in quantum chemistry, sensing, and information.
Main Methods:
- Utilizes the process tensor approach to open quantum systems (OQS).
- Employs tensor network representations for efficient description of the process tensor.
- Implements novel numerical methods for simulating complex quantum dynamics.
Main Results:
- OQuPy enables exact and efficient simulation of non-Markovian open quantum systems (NM-OQS).
- The package computes dynamics and correlations for systems coupled to single/multiple environments.
- It supports optimization of control protocols and simulation of interacting NM-OQS chains.
Conclusions:
- OQuPy provides an accessible and extensible tool for studying non-Markovian quantum dynamics.
- The software aids in understanding quantum systems in structured environments.
- It advances research in quantum chemistry, sensing, and information processing.
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