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Part 1: Document Description
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Citation |
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Title: |
Data repository for: Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices |
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Identification Number: |
doi:10.18419/darus-3124 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2023-07-11 |
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Version: |
1 |
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Bibliographic Citation: |
Bechtold, Marvin; Barzen, Johanna; Leymann, Frank; Mandl, Alexander; Obst, Julian; Truger, Felix; Weder, Benjamin, 2023, "Data repository for: Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices", https://doi.org/10.18419/darus-3124, DaRUS, V1 |
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Citation |
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Title: |
Data repository for: Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices |
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Identification Number: |
doi:10.18419/darus-3124 |
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Authoring Entity: |
Bechtold, Marvin (University of Stuttgart, Institute of Architecture of Application Systems) |
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Barzen, Johanna (University of Stuttgart, Institute of Architecture of Application Systems) |
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Leymann, Frank (University of Stuttgart, Institute of Architecture of Application Systems) |
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Mandl, Alexander (University of Stuttgart, Institute of Architecture of Application Systems) |
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Obst, Julian (University of Stuttgart, Institute of Architecture of Application Systems) |
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Truger, Felix (University of Stuttgart, Institute of Architecture of Application Systems) |
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Weder, Benjamin (University of Stuttgart, Institute of Architecture of Application Systems) |
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Grant Number: |
01MK20005N |
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Grant Number: |
01MQ22007B |
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Grant Number: |
01MQ22009B |
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Distributor: |
DaRUS |
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Access Authority: |
Bechtold, Marvin |
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Depositor: |
Bechtold, Marvin |
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Date of Deposit: |
2023-07-07 |
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Holdings Information: |
https://doi.org/10.18419/darus-3124 |
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Study Scope |
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Keywords: |
Computer and Information Science, Quantum Computing, Quantum Circuit Cutting, Quantum Approximate Optimization Algorithm, Noisy Intermediate Scale Quantum, NISQ Computing, MaxCut, Maximum Cut |
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Abstract: |
This dataset contains the replication code for the publication titled "Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices." The provided code represents the version utilized to generate the experimental results documented in the corresponding publication. <br /><br /> An overview of the data, along with supplementary information, is plotted in <code>plots_summary.pdf</code>. The remaining contents of the repository are structured into four zip archives:<br /> <ul> <li><code>cut_qaoa_code.zip</code>: Contains the code employed to generate and evaluate the data.</li> <li><code>experiment_complete.zip</code>: Contains the raw and partially preprocessed experiment data. Please note that the uncompressed data size is approximately 100GB.</li> <li><code>plots.zip</code>: Includes additional plots and visualizations of the obtained results.</li> <li><code>calibration_data.zip</code>: Comprises the calibration data of the quantum devices.</li> </ul> |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Bechtold, M., Barzen, J., Leymann, F., Mandl, A., Obst, J., Truger, F., & Weder, B. (2023). Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices. arXiv preprint. |
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Identification Number: |
2302.01792 |
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Bibliographic Citation: |
Bechtold, M., Barzen, J., Leymann, F., Mandl, A., Obst, J., Truger, F., & Weder, B. (2023). Investigating the effect of circuit cutting in QAOA for the MaxCut problem on NISQ devices. arXiv preprint. |
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Label: |
calibration_data.zip |
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Text: |
This archive contains the calibration data of the quantum devices utilized during the time period when the experiments were conducted. |
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Notes: |
application/zip |
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Label: |
cut_qaoa_code.zip |
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Text: |
This archive contains the Python code used to conduct the experiments and evaluate their results. To execute the code, please refer to the instructions provided in the readme file located within the archive. |
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Notes: |
application/zip |
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experiment_complete.zip |
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Text: |
This archive encompasses both the raw and partially processed data generated during the experiments. To analyze and evaluate the data, please utilize the code provided in the cut_qaoa_code.zip archive and refer to the instructions outlined in the accompanying readme file. |
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Notes: |
application/zip |
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Label: |
plots.zip |
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Text: |
This archive contains supplementary plots and visualizations. Within the archive, each graph is allocated its own dedicated folder that conveniently stores all the relevant plots associated with that specific graph. |
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Notes: |
application/zip |
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Label: |
plots_summary.pdf |
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Text: |
This document presents five supplementary plots that provide a comprehensive summary of the data across all graphs in all experiments. Please refer to the plots.zip archive for plots specific to each graph. |
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Notes: |
application/pdf |