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Part 1: Document Description
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Citation |
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Title: |
Replication Data for: Creating and concentrating quantum resource states in noisy environments using a quantum neural network |
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Identification Number: |
doi:10.21979/N9/LAKC6C |
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Distributor: |
DR-NTU (Data) |
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Date of Distribution: |
2022-05-11 |
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Version: |
1 |
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Bibliographic Citation: |
Krisnanda, Tanjung; Ghosh, Sanjib; Paterek, Tomasz; Liew, Timothy C. H., 2022, "Replication Data for: Creating and concentrating quantum resource states in noisy environments using a quantum neural network", https://doi.org/10.21979/N9/LAKC6C, DR-NTU (Data), V1, UNF:6:YzG9Y0gBOWG7tMfjwyEvJg== [fileUNF] |
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Citation |
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Title: |
Replication Data for: Creating and concentrating quantum resource states in noisy environments using a quantum neural network |
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Identification Number: |
doi:10.21979/N9/LAKC6C |
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Authoring Entity: |
Krisnanda, Tanjung (Nanyang Technological University) |
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Ghosh, Sanjib (Nanyang Technological University) |
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Paterek, Tomasz (University of Gdansk) |
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Liew, Timothy C. H. (Nanyang Technological University) |
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Software used in Production: |
MATLAB |
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Grant Number: |
MOE2017-T2-1-001 |
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Grant Number: |
Project No. PPN/PPO/2018/1/00007/U/00001 |
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Distributor: |
DR-NTU (Data) |
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Access Authority: |
Krisnanda, Tanjung |
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Depositor: |
Krisnanda, Tanjung |
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Date of Deposit: |
2022-05-11 |
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Holdings Information: |
https://doi.org/10.21979/N9/LAKC6C |
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Study Scope |
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Keywords: |
Physics, Physics, Neural network applications, Quantum neural network, Optimization, Quantum state preparation, Quantum information, Quantum entanglement, Quantum machine learning |
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Abstract: |
This dataset contains raw data to reproduce figures for the paper "Creating and concentrating quantum resource states in noisy environments using a quantum neural network". |
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Kind of Data: |
Simulation data |
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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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Identification Number: |
10.1016/j.neunet.2021.01.003 |
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Bibliographic Citation: |
Krisnanda, T., Ghosh, S., Paterek, T., & Liew, T. C. H. (2021). Creating and concentrating quantum resource states in noisy environments using a quantum neural network. Neural Networks, 136, 141-151. |
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Citation |
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Identification Number: |
10356/157029 |
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Bibliographic Citation: |
Krisnanda, T., Ghosh, S., Paterek, T., & Liew, T. C. H. (2021). Creating and concentrating quantum resource states in noisy environments using a quantum neural network. Neural Networks, 136, 141-151. |
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File Description--f89735 |
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File: Data_Creating_and_Concentrating.tab |
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Notes: |
UNF:6:YzG9Y0gBOWG7tMfjwyEvJg== |
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List of Variables: | |
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Variables |
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f89735 Location: |
Variable Format: character Notes: UNF:6:K5uQHscDC4NIKjzibkLm1g== |
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f89735 Location: |
Summary Statistics: Mean 0.4243179672512036; Max. 0.999909; Min. 4.5E-5; StDev 0.45649033772516034; Valid 17.0; Variable Format: numeric Notes: UNF:6:YqVOy0zsP8UEsEcX7kt3WA== |
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f89735 Location: |
Summary Statistics: Mean 0.4240526896264968; Max. 0.999353; StDev 0.4558756698858221; Min. 1.72E-4; Valid 17.0; Variable Format: numeric Notes: UNF:6:9Z4C7v1el4cpolzJMwVK7g== |
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f89735 Location: |
Summary Statistics: Min. 3.45053683423963E-4; StDev 0.4551687317152164; Mean 0.4237739219082315; Max. 0.9989751; Valid 17.0 Variable Format: numeric Notes: UNF:6:fDLWmq7C4CE6vxwI9T8adA== |
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f89735 Location: |
Summary Statistics: Max. 0.997162; StDev 0.45249323513300327; Mean 0.4228700930796672; Valid 17.0; Min. 0.001078; Variable Format: numeric Notes: UNF:6:K4582SZs6j4OqaoqVSOmjA== |
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f89735 Location: |
Summary Statistics: StDev 0.4496119912388665; Max. 0.995519; Mean 0.42162776483084297; Valid 17.0; Min. 0.001556 Variable Format: numeric Notes: UNF:6:Lytd455/UnN302SnCQtgEA== |
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f89735 Location: |
Summary Statistics: Valid 17.0; Max. 0.992501; StDev 0.4465384653243226; Mean 0.42049717324693503; Min. 0.00321; Variable Format: numeric Notes: UNF:6:fSHspyV0QkORVbE4lkjzOQ== |
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f89735 Location: |
Summary Statistics: Max. 0.991349; Min. 0.002785; StDev 0.44351779538962177; Mean 0.419303032934076; Valid 17.0; Variable Format: numeric Notes: UNF:6:q1Ureeafz0KFbbA7WRGnhA== |
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f89735 Location: |
Summary Statistics: StDev 0.4376484288982053; Mean 0.4171709142972882; Max. 0.985034; Min. 0.006081; Valid 17.0 Variable Format: numeric Notes: UNF:6:BcuHhDlKf9Wy9Z7w7tM8qQ== |
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f89735 Location: |
Summary Statistics: Mean 0.41437191764705883; Valid 17.0; Max. 0.980612; Min. 0.006019; StDev 0.43130456574167114; Variable Format: numeric Notes: UNF:6:L5YsuRqsp0x25Mpi83IxbA== |
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f89735 Location: |
Summary Statistics: Valid 17.0; Max. 0.965984; Min. 0.010796; Mean 0.40740476609847914; StDev 0.4171515689278203 Variable Format: numeric Notes: UNF:6:NdVgD6BLq+d86gWfR8x2hQ== |
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f89735 Location: |
Summary Statistics: StDev 0.4060103848031323; Mean 0.4047361810218757; Valid 17.0; Min. 0.0106463203116278; Max. 0.9578138; Variable Format: numeric Notes: UNF:6:DR2OaPRLiw4o6YGpCtUtvw== |
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f89735 Location: |
Summary Statistics: Max. 0.9482651; Min. 0.0213596145567075; Valid 17.0; StDev 0.3966497506280712; Mean 0.39974001428579925 Variable Format: numeric Notes: UNF:6:egI/0h8Y2cQ9wJPgyRNfvQ== |
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f89735 Location: |
Summary Statistics: StDev 0.3697257065283286; Max. 0.927347; Min. 0.0257415865789193; Valid 17.0; Mean 0.39081888156346584 Variable Format: numeric Notes: UNF:6:4t09x7Ky4HI3PLbT4ynMRQ== |
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f89735 Location: |
Summary Statistics: Mean 0.3834755510169873; Valid 17.0; Min. 0.040437; Max. 0.917525; StDev 0.34504847280331413; Variable Format: numeric Notes: UNF:6:Be1TRFGoCvPa1W3/hRvpUA== |
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Label: |
READ_ME.rtf |
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Notes: |
application/rtf |