{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T12:47:10Z","timestamp":1785847630436,"version":"3.56.0"},"reference-count":44,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T00:00:00Z","timestamp":1790812800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Engineering Applications of Artificial Intelligence"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1016\/j.engappai.2026.115450","type":"journal-article","created":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T12:30:52Z","timestamp":1782390652000},"page":"115450","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"P3","title":["A data\u2013model fusion edge\u2013cloud collaborative architecture for wellbore trajectory optimization and anti-collision control"],"prefix":"10.1016","volume":"181","author":[{"given":"Shuai","family":"Guo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhikun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Liupeng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fengtao","family":"Qu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.engappai.2026.115450_bib1","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1186\/s40537-023-00760-1","article-title":"Time series big data: a survey on data stream frameworks, analysis and algorithms","volume":"10","author":"Almeida","year":"2023","journal-title":"J. Big Data"},{"key":"10.1016\/j.engappai.2026.115450_bib2","series-title":"SPE Eastern Regional Meeting","article-title":"Multi-well real-time 3D structural modeling and horizontal well placement: an innovative workflow for shale gas reservoirs","author":"Azike","year":"2011"},{"issue":"24","key":"10.1016\/j.engappai.2026.115450_bib3","doi-asserted-by":"crossref","first-page":"39041","DOI":"10.1109\/JIOT.2024.3420956","article-title":"Multisource-fusion-enhanced power-efficient sustainable computing for air quality monitoring","volume":"11","author":"Cai","year":"2024","journal-title":"IEEE Internet Things J."},{"issue":"4","key":"10.1016\/j.engappai.2026.115450_bib4","doi-asserted-by":"crossref","DOI":"10.1115\/1.4053654","article-title":"Well trajectory optimization with an emphasis on anticollision design","volume":"144","author":"Cao","year":"2022","journal-title":"J. Offshore Mech. Arctic Eng."},{"issue":"11","key":"10.1016\/j.engappai.2026.115450_bib5","doi-asserted-by":"crossref","first-page":"1409","DOI":"10.1109\/TPAMI.2002.1046148","article-title":"Spatio-temporal alignment of sequences","volume":"24","author":"Caspi","year":"2002","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"10.1016\/j.engappai.2026.115450_bib6","doi-asserted-by":"crossref","DOI":"10.1016\/j.eng.2026.03.012","article-title":"Quasi-static hypergraph neural networks: a high-performance approach for digital twin modeling of manufacturing process systems with dynamic performance evolution","author":"Chen","year":"2026","journal-title":"Engineering"},{"issue":"3","key":"10.1016\/j.engappai.2026.115450_bib7","doi-asserted-by":"crossref","first-page":"371","DOI":"10.1207\/s15516709cog2303_4","article-title":"An attractor model of lexical conceptual processing: simulating semantic priming","volume":"23","author":"Cree","year":"2010","journal-title":"Cogn. Sci."},{"issue":"1","key":"10.1016\/j.engappai.2026.115450_bib8","doi-asserted-by":"crossref","first-page":"412","DOI":"10.1016\/j.dss.2012.05.048","article-title":"Leveraging the capabilities of service-oriented decision support systems: putting analytics and big data in cloud","volume":"55","author":"Demirkan","year":"2013","journal-title":"Decis. Support Syst."},{"issue":"3","key":"10.1016\/j.engappai.2026.115450_bib9","doi-asserted-by":"crossref","first-page":"2006","DOI":"10.1109\/COMST.2024.3444051","article-title":"A survey on haptics: communication, sensing and feedback","volume":"27","author":"Emami","year":"2024","journal-title":"IEEE Commun. Surv. Tutor."},{"issue":"1","key":"10.1016\/j.engappai.2026.115450_bib10","doi-asserted-by":"crossref","DOI":"10.1063\/5.0245547","article-title":"A framework of parallel physics-informed neural network with laplace transform for well testing interpretation","volume":"37","author":"Fan","year":"2025","journal-title":"Phys. Fluids"},{"issue":"1","key":"10.1016\/j.engappai.2026.115450_bib11","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1016\/j.petsci.2025.10.005","article-title":"Production performance of a post-fracturing elastoplastic model for deep shale gas reservoirs","volume":"23","author":"Fan","year":"2026","journal-title":"Pet. Sci."},{"key":"10.1016\/j.engappai.2026.115450_bib12","doi-asserted-by":"crossref","first-page":"4036","DOI":"10.1038\/s41467-020-17634-2","article-title":"Spatiotemporal data analysis with chronological networks","volume":"11","author":"Ferreira","year":"2020","journal-title":"Nat. Commun."},{"issue":"6","key":"10.1016\/j.engappai.2026.115450_bib13","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3243929","article-title":"Towards the decentralised cloud: survey on approaches and challenges for mobile, ad hoc, and edge computing","volume":"51","author":"Ferrer","year":"2019","journal-title":"ACM Comput. Surv."},{"issue":"7","key":"10.1016\/j.engappai.2026.115450_bib14","doi-asserted-by":"crossref","first-page":"919","DOI":"10.3390\/polym17070919","article-title":"A review on injection molding: conformal cooling channels, modelling, surrogate models and multi-objective optimization","volume":"17","author":"Gaspar-Cunha","year":"2025","journal-title":"Polymers"},{"issue":"4","key":"10.1016\/j.engappai.2026.115450_bib15","doi-asserted-by":"crossref","first-page":"144","DOI":"10.1109\/EMR.2020.2999420","article-title":"Drilling in the fourth industrial revolution\u2014vision and challenges","volume":"48","author":"Gooneratne","year":"2020","journal-title":"IEEE Eng. Manag. Rev."},{"key":"10.1016\/j.engappai.2026.115450_bib16","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/j.proeng.2010.11.049","article-title":"Problems and developing direction of anti-collision technology in the dense well pattern area","volume":"7","author":"Guan","year":"2010","journal-title":"Procedia Eng."},{"issue":"6","key":"10.1016\/j.engappai.2026.115450_bib17","doi-asserted-by":"crossref","first-page":"692","DOI":"10.1007\/s10778-006-0137-5","article-title":"Stability of the equilibrium of rotating drillstrings","volume":"42","author":"Gulyaev","year":"2006","journal-title":"Int. Appl. Mech."},{"issue":"6","key":"10.1016\/j.engappai.2026.115450_bib18","doi-asserted-by":"crossref","first-page":"692","DOI":"10.1007\/s10778-006-0137-5","article-title":"Stability of the equilibrium of rotating drillstrings","volume":"42","author":"Gulyaev","year":"2006","journal-title":"Int. Appl. Mech."},{"key":"10.1016\/j.engappai.2026.115450_bib19","doi-asserted-by":"crossref","first-page":"4146","DOI":"10.1038\/s41598-025-34235-5","article-title":"An integrated geomechanical\u2013drill string trajectory optimization method for initial wellbore design","volume":"16","author":"Guo","year":"2026","journal-title":"Sci. Rep."},{"key":"10.1016\/j.engappai.2026.115450_bib20","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1016\/j.aej.2024.08.031","article-title":"Adaptive intelligent agent for cloud edge collaborative industrial inspection driven by multimodal data fusion and deep transformation networks","volume":"106","author":"Hao","year":"2024","journal-title":"Alex. Eng. J."},{"issue":"2","key":"10.1016\/j.engappai.2026.115450_bib21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1376815.1376819","article-title":"Semantic text similarity using corpus-based word similarity and string similarity","volume":"2","author":"Islam","year":"2008","journal-title":"ACM Trans. Knowl. Discov. Data"},{"key":"10.1016\/j.engappai.2026.115450_bib22","doi-asserted-by":"crossref","first-page":"e19","DOI":"10.1017\/eds.2024.18","article-title":"Data fusion of sparse, heterogeneous, and mobile sensor devices using adaptive distance attention","volume":"3","author":"Lepioufle","year":"2024","journal-title":"Environ. Data Sci."},{"issue":"22","key":"10.1016\/j.engappai.2026.115450_bib23","doi-asserted-by":"crossref","first-page":"6854","DOI":"10.3390\/s25226854","article-title":"Application of multi-sensor data fusion and machine learning for early warning of Cambrian limestone water hazards","volume":"25","author":"Li","year":"2025","journal-title":"Sensors"},{"issue":"6","key":"10.1016\/j.engappai.2026.115450_bib24","doi-asserted-by":"crossref","first-page":"3563","DOI":"10.1109\/TCCN.2025.3612760","article-title":"Toward edge general intelligence with multiple-large language model (Multi-LLM): architecture, trust, and orchestration","volume":"11","author":"Luo","year":"2025","journal-title":"IEEE Trans. Cogn. Commun. Netw."},{"issue":"43","key":"10.1016\/j.engappai.2026.115450_bib25","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.1802987115","article-title":"Randomly distributed embedding making short-term high-dimensional data predictable","volume":"115","author":"Ma","year":"2018","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"1","key":"10.1016\/j.engappai.2026.115450_bib26","doi-asserted-by":"crossref","DOI":"10.1109\/TCC.2013.3","article-title":"Modeling and analysis of state-of-the-art VM-based cloud management platforms","volume":"1","author":"Malik","year":"2013","journal-title":"IEEE Trans. Cloud Comput."},{"issue":"5","key":"10.1016\/j.engappai.2026.115450_bib27","doi-asserted-by":"crossref","first-page":"1005","DOI":"10.2118\/176031-PA","article-title":"Pressure-transient analysis of bottomhole pressure and rate measurements by use of system-identification techniques","volume":"20","author":"Mansoori","year":"2015","journal-title":"SPE J."},{"key":"10.1016\/j.engappai.2026.115450_bib28","doi-asserted-by":"crossref","DOI":"10.1016\/j.is.2024.102515","article-title":"Adaptive sliding window normalization","volume":"129","author":"Papageorgiou","year":"2025","journal-title":"Inf. Syst."},{"issue":"5","key":"10.1016\/j.engappai.2026.115450_bib29","doi-asserted-by":"crossref","first-page":"7785","DOI":"10.1109\/JIOT.2025.3572893","article-title":"Trustworthy AI for 6G-IoV: a privacy-preserved distributed multiagent federated DRL for dynamic electric vehicle charging and task offloading","volume":"13","author":"Paul","year":"2025","journal-title":"IEEE Internet Things J."},{"key":"10.1016\/j.engappai.2026.115450_bib30","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2026.112741","article-title":"A causality-inspired multi-dimensional feature fusion framework for multi-step engineering parameter prediction and reliability assessment","author":"Qu","year":"2026","journal-title":"Reliab. Eng. Syst. Saf."},{"issue":"6","key":"10.1016\/j.engappai.2026.115450_bib31","doi-asserted-by":"crossref","first-page":"D301","DOI":"10.1190\/geo2023-0576.1","article-title":"Strategic geosteering workflow with uncertainty quantification and deep learning: initial test on the goliat field data","volume":"89","author":"Rammay","year":"2024","journal-title":"Geophysics"},{"issue":"4","key":"10.1016\/j.engappai.2026.115450_bib32","doi-asserted-by":"crossref","first-page":"335","DOI":"10.2118\/184730-PA","article-title":"Well-collision-avoidance management and principles","volume":"33","author":"Sawaryn","year":"2018","journal-title":"SPE Drill. Complet"},{"key":"10.1016\/j.engappai.2026.115450_bib33","doi-asserted-by":"crossref","first-page":"2558","DOI":"10.1109\/TCCN.2025.3584880","article-title":"Learning to predict: collaborative cloud\u2013edge multi-time-scale attention model for industrial wireless channel prediction","volume":"12","author":"Shi","year":"2025","journal-title":"IEEE Trans. Cogn. Commun. Netw."},{"issue":"1","key":"10.1016\/j.engappai.2026.115450_bib34","doi-asserted-by":"crossref","first-page":"19","DOI":"10.46690\/ager.2023.04.03","article-title":"Automated real-time formation evaluation from cuttings and drilling data analysis: state of the art","volume":"8","author":"Singh","year":"2023","journal-title":"Adv. Geo-Energy Res."},{"issue":"7","key":"10.1016\/j.engappai.2026.115450_bib35","doi-asserted-by":"crossref","first-page":"4294","DOI":"10.1109\/TGRS.2018.2890513","article-title":"An efficient and scalable framework for processing remotely sensed big data in cloud computing environments","volume":"57","author":"Sun","year":"2019","journal-title":"IEEE Trans. Geosci. Rem. Sens."},{"issue":"1","key":"10.1016\/j.engappai.2026.115450_bib36","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1006\/jsvi.1999.2169","article-title":"An integrated model for drill-string dynamics","volume":"224","author":"Tucker","year":"1999","journal-title":"J. Sound Vib."},{"key":"10.1016\/j.engappai.2026.115450_bib37","article-title":"Real-time wellbore thermal profiling via probabilistic state updating: overcoming the limitations of input-parameter tuning","author":"Wang","year":"2026","journal-title":"Appl. Therm. Eng."},{"issue":"6","key":"10.1016\/j.engappai.2026.115450_bib38","doi-asserted-by":"crossref","first-page":"2307","DOI":"10.1016\/j.petsci.2025.03.023","article-title":"Extracting useful information from sparsely logged wellbores for improved rock typing of heterogeneous reservoir characterization using well-log attributes, feature influence and optimization","volume":"22","author":"Wood","year":"2025","journal-title":"Pet. Sci."},{"key":"10.1016\/j.engappai.2026.115450_bib39","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1016\/j.jngse.2015.02.016","article-title":"An investigation of electromagnetic anti-collision real-time measurement for drilling cluster wells","volume":"23","author":"Wu","year":"2015","journal-title":"J. Nat. Gas Sci. Eng."},{"issue":"4","key":"10.1016\/j.engappai.2026.115450_bib40","doi-asserted-by":"crossref","first-page":"603","DOI":"10.1016\/S1876-3804(17)30069-1","article-title":"Progress and prospects of reservoir development geology","volume":"44","author":"Yang","year":"2017","journal-title":"Petrol. Explor. Dev."},{"issue":"7","key":"10.1016\/j.engappai.2026.115450_bib41","first-page":"6866","article-title":"Edge-cloud polarization and collaboration: a comprehensive survey for AI","volume":"35","author":"Yao","year":"2022","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"13","key":"10.1016\/j.engappai.2026.115450_bib42","doi-asserted-by":"crossref","first-page":"2512","DOI":"10.3390\/electronics14132512","article-title":"A review on federated learning architectures for privacy-preserving AI: lightweight and secure cloud\u2013edge\u2013end collaboration","volume":"14","author":"Zhan","year":"2025","journal-title":"Electronics"},{"issue":"7","key":"10.1016\/j.engappai.2026.115450_bib43","doi-asserted-by":"crossref","first-page":"7631","DOI":"10.1007\/s00603-025-04524-6","article-title":"Study on the prediction method for coal and rock mass fracture process based on time series acoustic emission statistical model","volume":"58","author":"Zhang","year":"2025","journal-title":"Rock Mech. Rock Eng."},{"issue":"4","key":"10.1016\/j.engappai.2026.115450_bib44","doi-asserted-by":"crossref","first-page":"2377","DOI":"10.1109\/COMST.2015.2440103","article-title":"Heterogeneous vehicular networking: a survey on architecture, challenges, and solutions","volume":"17","author":"Zheng","year":"2015","journal-title":"IEEE Commun. Surv. Tutor."}],"container-title":["Engineering Applications of Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0952197626017343?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0952197626017343?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T12:00:27Z","timestamp":1785844827000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0952197626017343"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":44,"alternative-id":["S0952197626017343"],"URL":"https:\/\/doi.org\/10.1016\/j.engappai.2026.115450","relation":{},"ISSN":["0952-1976"],"issn-type":[{"value":"0952-1976","type":"print"}],"subject":[],"published":{"date-parts":[[2026,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A data\u2013model fusion edge\u2013cloud collaborative architecture for wellbore trajectory optimization and anti-collision control","name":"articletitle","label":"Article Title"},{"value":"Engineering Applications of Artificial Intelligence","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.engappai.2026.115450","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"115450"}}