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QuantumToolbox.jl: An efficient Julia framework for simulating open quantum systems

  • Alberto Mercurio
  • , Yi Te Huang
  • , Li Xun Cai
  • , Yueh Nan Chen
  • , Vincenzo Savona
  • , Franco Nori

Research output: Contribution to journalArticlepeer-review

Abstract

We present QuantumToolbox.jl, an open-source Julia package for simulating open quantum systems. Designed with a syntax familiar to users of QuTiP (Quantum Toolbox in Python), it harnesses Julia’s high-performance ecosystem to deliver fast and scalable simulations. The package includes a suite of time-evolution solvers supporting distributed computing and GPU acceleration, enabling efficient simulation of large-scale quantum systems. We also show how QuantumToolbox.jl can integrate with automatic differentiation tools, making it well-suited for gradient-based optimization tasks such as quantum optimal control. Benchmark comparisons demonstrate substantial performance gains over existing frameworks. With its flexible design and computational efficiency, QuantumToolbox.jl serves as a powerful tool for both theoretical studies and practical applications in quantum science.

Original languageEnglish
Article number1866
JournalQuantum
Volume9
DOIs
Publication statusPublished - 2025

All Science Journal Classification (ASJC) codes

  • Atomic and Molecular Physics, and Optics
  • Physics and Astronomy (miscellaneous)

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