{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,22]],"date-time":"2026-07-22T02:51:53Z","timestamp":1784688713072,"version":"3.55.0"},"reference-count":74,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41904102"],"award-info":[{"award-number":["41904102"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012152","name":"National Postdoctoral Program for Innovative Talents","doi-asserted-by":"publisher","award":["BX20190279"],"award-info":[{"award-number":["BX20190279"]}],"id":[{"id":"10.13039\/501100012152","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2019M653584"],"award-info":[{"award-number":["2019M653584"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFA0713400"],"award-info":[{"award-number":["2020YFA0713400"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFA0713404"],"award-info":[{"award-number":["2020YFA0713404"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tgrs.2021.3085340","type":"journal-article","created":{"date-parts":[[2021,6,15]],"date-time":"2021-06-15T15:36:35Z","timestamp":1623771395000},"page":"1-13","source":"Crossref","is-referenced-by-count":43,"title":["Quantum-Enhanced Deep Learning-Based Lithology Interpretation From Well Logs"],"prefix":"10.1109","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2609-7408","authenticated-orcid":false,"given":"Naihao","family":"Liu","sequence":"first","affiliation":[{"name":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Teng","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0448-8555","authenticated-orcid":false,"given":"Jinghuai","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zongben","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Mathematics, Xi’an Jiaotong University, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daxing","family":"Wang","sequence":"additional","affiliation":[{"name":"PetroChina Changqing Oilfield Company, Xi’an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2340-3622","authenticated-orcid":false,"given":"Fangyu","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Kennesaw State University, Marietta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/bf02650179"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s11128-014-0809-8"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SMC.2018.00491"},{"key":"ref4","article-title":"A quantum model for multilayer perceptron","volume-title":"arXiv:1808.10561","author":"Shao","year":"2018"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-14454-2"},{"key":"ref6","article-title":"TensorFlow quantum: A software framework for quantum machine learning","volume-title":"arXiv:2003.02989","author":"Broughton","year":"2020"},{"key":"ref7","volume-title":"Cirq: A Python Framework for Creating, Editing, and Invoking Noisy Intermediate Scale Quantum Circuits","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.2118\/196096-MS"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1190\/geo2017-0817.1"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2018.2881102"},{"issue":"3","key":"ref11","first-page":"1123","article-title":"Research on the identification of the lithology and fluid type of foreign M oilfield by using the crossplot method","volume":"27","author":"Xu","year":"2012","journal-title":"Prog. Geophys."},{"issue":"5","key":"ref12","first-page":"7","article-title":"Identifying lithology of natural gas pool by fuzzy mathematics in Ordos basin","volume":"12","author":"Liu","year":"2005","journal-title":"Fault-Block Oil Gas Field"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.2118\/14301-PA"},{"key":"ref14","first-page":"32","volume-title":"The Geological Interpretation of Well Logs","volume":"1","author":"Malcolm","year":"2002"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.3001282"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2015.03.013"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11053-010-9118-9"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1306\/bdff88bc-1718-11d7-8645000102c1865d"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/10916466.2010.518187"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1190\/geo2019-0261.1"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1190\/geo2018-0635.1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1190\/geo2019-0375.1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2999365"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2018.11.023"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2019.04.030"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.2964611"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1190\/geo2018-0389.1"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1190\/int-2019-0173.1"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IVCNZ48456.2019.8960992"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.050"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4115(97)80111-2"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.137"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2020.3017935"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm.2018.8587524"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"ref36","article-title":"Recurrent neural network for text classification with multi-task learning","volume-title":"arXiv:1605.05101","author":"Liu","year":"2016"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2018-0250.1"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1093\/gji\/ggx487"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2020.107598"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/72.279181"},{"key":"ref41","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","volume-title":"arXiv:1412.3555","author":"Chung","year":"2014"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.07.026"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2852302"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5703-6_3"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022627411411"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2003.811113"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2981687"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1038\/nbt1206-1565"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.15625\/1813-9663\/16\/2\/2876"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.petrol.2017.10.028"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2963075"},{"issue":"1","key":"ref53","first-page":"49","article-title":"Artificial neural network applications in geotechnical engineering","volume":"36","author":"Shahin","year":"2001","journal-title":"Austral. Geomech."},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2014.09.003"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1093\/gji\/ggy344"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2925003"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"issue":"10","key":"ref58","first-page":"1995","article-title":"Convolutional networks for images, speech, and time series","volume-title":"The Handbook of Brain Theory and Neural Networks","volume":"3361","author":"LeCun"},{"key":"ref59","first-page":"1019","article-title":"Training a quantum neural network","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Ricks"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1088\/2058-9565\/aa8072"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3411466"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1103\/physreva.98.032309"},{"key":"ref63","article-title":"QDNN: DNN with quantum neural network layers","volume-title":"arXiv:1912.12660","author":"Zhao","year":"2019"},{"key":"ref64","article-title":"Advances in quantum deep learning: An overview","volume-title":"arXiv:2005.04316","author":"Garg","year":"2020"},{"key":"ref65","article-title":"Classical and quantum logic gates: An introduction to quantum computing quantum information seminar","author":"Muthukrishnan","year":"1999"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.86.910"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2963106"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1190\/geo2014-0362.1"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1080\/08123985.2019.1595577"},{"issue":"2","key":"ref70","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume-title":"Proc. Int. Joint Conf. AI","volume":"14","author":"Kohavi"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2005.1555964"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2740926"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-84628-754-1_10"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511976667"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/9633014\/09455033.pdf?arnumber=9455033","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T19:49:57Z","timestamp":1775159397000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9455033\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":74,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2021.3085340","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}