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References added: the tool's citation as its project asks, each checked 2026-10-06; the survey's text unchanged (tpm_toolkit 0.1.1)
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* '''Operator & Density Matrix Dynamics (8.5/10):''' Solves non-commuting operator relations, Lindblad master equations, and Hamiltonian state evolutions in Hilbert space.
* '''Operator & Density Matrix Dynamics (8.5/10):''' Solves non-commuting operator relations, Lindblad master equations, and Hamiltonian state evolutions in Hilbert space.
* '''Quantum-Classical Interface:''' Provides the quantum reference framework for testing whether SVD vacuum state fluctuations match open quantum master equations.
* '''Quantum-Classical Interface:''' Provides the quantum reference framework for testing whether SVD vacuum state fluctuations match open quantum master equations.
== References ==
''Added on 2026-10-06 by the [[The Principia Machina/Research Toolkit|Research Toolkit]]: the tool's citations, each checked against the registry or the project's own page that day. The text above is the survey's own.''
QuTiP 5's paper appeared in ''Physics Reports'' in 2026.
* '''[[The Principia Machina/Research Toolkit/Bibliography#QUTIP5|QUTIP5]]''' – Lambert, N., Giguère, E., Menczel, P., Li, B., Hopf, P., Suárez, G., Gali, M., Lishman, J., Gadhvi, R., Agarwal, R., Galicia, A., Shammah, N., Nation, P., Johansson, J. R., Ahmed, S., Cross, S., Pitchford, A., Nori, F. (2026). QuTiP 5: The Quantum Toolbox in Python. Physics Reports 1153, 1–62. [https://doi.org/10.1016/j.physrep.2025.10.001 doi:10.1016/j.physrep.2025.10.001], [https://arxiv.org/abs/2412.04705 arXiv:2412.04705].
* '''[[The Principia Machina/Research Toolkit/Bibliography#QUTIP13|QUTIP13]]''' – Johansson, J. R., Nation, P. D., Nori, F. (2013). QuTiP 2: A Python framework for the dynamics of open quantum systems. Computer Physics Communications 184(4), 1234–1240. [https://doi.org/10.1016/j.cpc.2012.11.019 doi:10.1016/j.cpc.2012.11.019].
* '''[[The Principia Machina/Research Toolkit/Bibliography#QUTIP12|QUTIP12]]''' – Johansson, J. R., Nation, P. D., Nori, F. (2012). QuTiP: An open-source Python framework for the dynamics of open quantum systems. Computer Physics Communications 183(8), 1760–1772. [https://doi.org/10.1016/j.cpc.2012.02.021 doi:10.1016/j.cpc.2012.02.021].



Revision as of 03:40, 6 October 2026

QuTiP: Open Quantum System Dynamics

Overview & Architectural Fit

QuTiP (Quantum Toolbox in Python) is an open-source framework for simulating the dynamics of open quantum systems, operator algebras, and quantum state vectors.

Mathematical Evaluation for TPM & SVD

  • Operator & Density Matrix Dynamics (8.5/10): Solves non-commuting operator relations, Lindblad master equations, and Hamiltonian state evolutions in Hilbert space.
  • Quantum-Classical Interface: Provides the quantum reference framework for testing whether SVD vacuum state fluctuations match open quantum master equations.

References

Added on 2026-10-06 by the Research Toolkit: the tool's citations, each checked against the registry or the project's own page that day. The text above is the survey's own. QuTiP 5's paper appeared in Physics Reports in 2026.

  • QUTIP5 – Lambert, N., Giguère, E., Menczel, P., Li, B., Hopf, P., Suárez, G., Gali, M., Lishman, J., Gadhvi, R., Agarwal, R., Galicia, A., Shammah, N., Nation, P., Johansson, J. R., Ahmed, S., Cross, S., Pitchford, A., Nori, F. (2026). QuTiP 5: The Quantum Toolbox in Python. Physics Reports 1153, 1–62. doi:10.1016/j.physrep.2025.10.001, arXiv:2412.04705.
  • QUTIP13 – Johansson, J. R., Nation, P. D., Nori, F. (2013). QuTiP 2: A Python framework for the dynamics of open quantum systems. Computer Physics Communications 184(4), 1234–1240. doi:10.1016/j.cpc.2012.11.019.
  • QUTIP12 – Johansson, J. R., Nation, P. D., Nori, F. (2012). QuTiP: An open-source Python framework for the dynamics of open quantum systems. Computer Physics Communications 183(8), 1760–1772. doi:10.1016/j.cpc.2012.02.021.