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Training Gaussian boson sampling by quantum machine learning 用量子机器学习训练高斯玻色子采样
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-10-13 DOI: 10.1007/s42484-021-00052-y
C. Conti
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引用次数: 2
A quantum generative adversarial network for distributions 分布的量子生成对抗网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-10-04 DOI: 10.1007/s42484-022-00083-z
Amine Assouel, A. Jacquier, A. Kondratyev
{"title":"A quantum generative adversarial network for distributions","authors":"Amine Assouel, A. Jacquier, A. Kondratyev","doi":"10.1007/s42484-022-00083-z","DOIUrl":"https://doi.org/10.1007/s42484-022-00083-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"4 1","pages":"1-19"},"PeriodicalIF":4.8,"publicationDate":"2021-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47738879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Hybrid quantum classical graph neural networks for particle track reconstruction 粒子轨迹重建的混合量子经典图神经网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-09-26 DOI: 10.1007/s42484-021-00055-9
Cenk Tüysüz, C. Rieger, Kristiane Novotny, B. Demirköz, D. Dobos, K. Potamianos, S. Vallecorsa, J. Vlimant, Richard Forster
{"title":"Hybrid quantum classical graph neural networks for particle track reconstruction","authors":"Cenk Tüysüz, C. Rieger, Kristiane Novotny, B. Demirköz, D. Dobos, K. Potamianos, S. Vallecorsa, J. Vlimant, Richard Forster","doi":"10.1007/s42484-021-00055-9","DOIUrl":"https://doi.org/10.1007/s42484-021-00055-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48709858","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 32
Simplified quantum algorithm for the oracle identification problem oracle识别问题的简化量子算法
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-09-08 DOI: 10.1007/s42484-022-00080-2
Leila Taghavi
{"title":"Simplified quantum algorithm for the oracle identification problem","authors":"Leila Taghavi","doi":"10.1007/s42484-022-00080-2","DOIUrl":"https://doi.org/10.1007/s42484-022-00080-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42574620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Quantum reinforcement learning: the maze problem 量子强化学习：迷宫问题
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-08-10 DOI: 10.1007/s42484-022-00068-y
Nicola Dalla Pozza, L. Buffoni, Stefano Martina, F. Caruso
{"title":"Quantum reinforcement learning: the maze problem","authors":"Nicola Dalla Pozza, L. Buffoni, Stefano Martina, F. Caruso","doi":"10.1007/s42484-022-00068-y","DOIUrl":"https://doi.org/10.1007/s42484-022-00068-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46003461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Continuous-variable neural network quantum states and the quantum rotor model 连续变量神经网络量子态与量子转子模型
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-07-15 DOI: 10.1007/s42484-023-00100-9
J. Stokes, Saibal De, S. Veerapaneni, Giuseppe Carleo
{"title":"Continuous-variable neural network quantum states and the quantum rotor model","authors":"J. Stokes, Saibal De, S. Veerapaneni, Giuseppe Carleo","doi":"10.1007/s42484-023-00100-9","DOIUrl":"https://doi.org/10.1007/s42484-023-00100-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47193815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Mixer-phaser Ansätze for quantum optimization with hard constraints 混合相位器Ansätze用于硬约束的量子优化
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-07-13 DOI: 10.1007/s42484-022-00069-x
Ryan LaRose, E. Rieffel, D. Venturelli
{"title":"Mixer-phaser Ansätze for quantum optimization with hard constraints","authors":"Ryan LaRose, E. Rieffel, D. Venturelli","doi":"10.1007/s42484-022-00069-x","DOIUrl":"https://doi.org/10.1007/s42484-022-00069-x","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42942143","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 10
Implementable hybrid quantum ant colony optimization algorithm 可实现的混合量子蚁群优化算法
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-07-08 DOI: 10.1007/s42484-022-00065-1
M. G. D. Andoin, J. Echanobe
{"title":"Implementable hybrid quantum ant colony optimization algorithm","authors":"M. G. D. Andoin, J. Echanobe","doi":"10.1007/s42484-022-00065-1","DOIUrl":"https://doi.org/10.1007/s42484-022-00065-1","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43512919","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Binary classification with classical instances and quantum labels 具有经典实例和量子标签的二元分类
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-05-05 DOI: 10.1007/s42484-021-00043-z
Matthias C. Caro
{"title":"Binary classification with classical instances and quantum labels","authors":"Matthias C. Caro","doi":"10.1007/s42484-021-00043-z","DOIUrl":"https://doi.org/10.1007/s42484-021-00043-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"3 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-021-00043-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52709280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
QDNN: deep neural networks with quantum layers QDNN:具有量子层的深度神经网络
IF 4.8
Quantum Machine Intelligence Pub Date : 2021-04-26 DOI: 10.1007/s42484-021-00046-w
Chen Zhao, Xiao-Shan Gao
{"title":"QDNN: deep neural networks with quantum layers","authors":"Chen Zhao, Xiao-Shan Gao","doi":"10.1007/s42484-021-00046-w","DOIUrl":"https://doi.org/10.1007/s42484-021-00046-w","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"3 1","pages":"1-9"},"PeriodicalIF":4.8,"publicationDate":"2021-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-021-00046-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48041419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 21
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