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Data and code for the paper, "Inverse Transform Sampling for Efficient Doppler-Averaged Spectroscopy Simulations"

This dataset represents the results of calculations of atomic absorption spectra for the case of two-color EIT. We compare computation methods, specifically Gaussian sampling, to find that one sampling method converges to smooth transmittance curves in less time than the other. We also include some example scripts which generate and plot the figure data.

About this Dataset

Updated: 2024-02-22
Metadata Last Updated: 2023-05-12 00:00:00
Date Created: N/A
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Data Provided by:
Dataset Owner: N/A

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Table representation of structured data
Title Data and code for the paper, "Inverse Transform Sampling for Efficient Doppler-Averaged Spectroscopy Simulations"
Description This dataset represents the results of calculations of atomic absorption spectra for the case of two-color EIT. We compare computation methods, specifically Gaussian sampling, to find that one sampling method converges to smooth transmittance curves in less time than the other. We also include some example scripts which generate and plot the figure data.
Modified 2023-05-12 00:00:00
Publisher Name National Institute of Standards and Technology
Contact mailto:[email protected]
Keywords Rydberg atoms , atomic physics , receivers , fields strength , electric field , volts/meter
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        "fn": "Drew Rotunno"
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    "landingPage": "",
    "title": "Data and code for the paper, \"Inverse Transform Sampling for Efficient Doppler-Averaged Spectroscopy Simulations\"",
    "description": "This dataset represents the results of calculations of atomic absorption spectra for the case of two-color EIT. We compare computation methods, specifically Gaussian sampling, to find that one sampling method converges to smooth transmittance curves in less time than the other. We also include some example scripts which generate and plot the figure data.",
    "language": [
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    "distribution": [
        {
            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/pop_vel_compare_low_probe.m",
            "format": "matlab script",
            "mediaType": "text\/plain",
            "title": "Matlab EIT script, low probe power"
        },
        {
            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/pop_vel_compare.m",
            "format": "matlab script",
            "mediaType": "text\/plain",
            "title": "Matlab EIT script, moderate Probe power"
        },
        {
            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/rhoStatEIT.m",
            "format": "matlab function",
            "mediaType": "text\/plain",
            "title": "Matlab sub-routine to find steady state density matrix"
        },
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            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/hEITMatrix.m",
            "format": "matlab function",
            "mediaType": "text\/plain",
            "title": "Matlab sub-routine that builds a Hamiltonian matrix"
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            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/lindSPS.m",
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            "title": "Matlab function that generates part of the Lindbladian matrix"
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            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/commutatorExpand.m",
            "format": "matlab function",
            "mediaType": "text\/plain",
            "title": "Matlab helper sub-routine that expands a matrix into Master-equation form"
        },
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            "downloadURL": "https:\/\/data.nist.gov\/od\/ds\/mds2-3019\/Gauss_erf_theory.m",
            "format": "matlab script",
            "mediaType": "text\/plain",
            "title": "Error function vs. Gaussian Sampling"
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    "modified": "2023-05-12 00:00:00",
    "publisher": {
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        "name": "National Institute of Standards and Technology"
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    "theme": [
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        "Physics:Thermodynamics",
        "Physics:Spectroscopy",
        "Physics:Optical physics",
        "Physics:Atomic, molecular, and quantum"
    ],
    "keyword": [
        "Rydberg atoms",
        "atomic physics",
        "receivers",
        "fields strength",
        "electric field",
        "volts\/meter"
    ]
}

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