Joint Quantum State and Measurement Tomography
This software package performs joint quantum state and measurement tomography. The software is provided as Python source code. A description of the algorithms used is in "Joint Quantum State and Measurement Tomography with Incomplete Measurements" https://arxiv.org/abs/1803.08245
Included are three example scripts that simulate data for one or two trapped ion systems with either symmetric or asymmetric measurements:
- analysis_scripts/paper_simulations.py: produces all data and histograms shown in related publication with seed = 0. Also provides an example of symmetric measurements.
- analysis_scripts/asym_simulations.py: produces simulated data from asymmetric measurements by similar methods as in previous script.
- analysis_scripts/load_tutorial/load_simulations.py: gives an example of loading data with asymmetric measurements.
Resources
3 resources available
-
DOI Access to Joint Quantum State and Measurement Tomography
HTML -
Resource 2
PDF -
Resource 3
TXT
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| accrualPeriodicity | irregular |
| bureauCode |
[ "006:55" ] |
| contactPoint |
{ "fn": "Scott Glancy", "hasEmail": "mailto:scott.glancy@nist.gov" } |
| description | This software package performs joint quantum state and measurement tomography. The software is provided as Python source code. A description of the algorithms used is in "Joint Quantum State and Measurement Tomography with Incomplete Measurements" https://arxiv.org/abs/1803.08245 Included are three example scripts that simulate data for one or two trapped ion systems with either symmetric or asymmetric measurements: - analysis_scripts/paper_simulations.py: produces all data and histograms shown in related publication with seed = 0. Also provides an example of symmetric measurements. - analysis_scripts/asym_simulations.py: produces simulated data from asymmetric measurements by similar methods as in previous script. - analysis_scripts/load_tutorial/load_simulations.py: gives an example of loading data with asymmetric measurements. |
| distribution |
[ { "title": "DOI Access to Joint Quantum State and Measurement Tomography", "format": "text/html", "accessURL": "https://doi.org/10.18434/T4/1423031", "description": "DOI Access to Joint Quantum State and Measurement Tomography" }, { "mediaType": "application/pdf", "downloadURL": "https://data.nist.gov/od/ds/6576C69624E31C71E053245706815C531891/state-detector_tomography.pdf" }, { "mediaType": "text/plain", "downloadURL": "https://data.nist.gov/od/ds/6576C69624E31C71E053245706815C531891/state-detector_tomography.pdf.sha256" } ] |
| identifier | 6576C69624E31C71E053245706815C531891 |
| keyword |
[ "quantum information theory; quantum tomography; statistical analysis; uncertainty quantification; trapped ion" ] |
| landingPage | https://github.com/usnistgov/state_meas_tomo/ |
| language |
[ "en" ] |
| license | https://www.nist.gov/open/license |
| modified | 2018-02-17 00:00:00 |
| programCode |
[ "006:045" ] |
| publisher |
{ "name": "National Institute of Standards and Technology", "@type": "org:Organization" } |
| theme |
[ "Mathematics and Statistics:Statistical analysis", "Mathematics and Statistics:Uncertainty quantification", "Physics:Quantum information science" ] |
| title | Joint Quantum State and Measurement Tomography |
