{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,18]],"date-time":"2026-07-18T02:32:57Z","timestamp":1784341977458,"version":"3.55.0"},"reference-count":56,"publisher":"Oxford University Press (OUP)","issue":"5","license":[{"start":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T00:00:00Z","timestamp":1664496000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100007446","name":"King Khalid University","doi-asserted-by":"publisher","award":["RGP. 2\/142\/43"],"award-info":[{"award-number":["RGP. 2\/142\/43"]}],"id":[{"id":"10.13039\/501100007446","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,21]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Phase-change materials (PCMs) have a remarkable potential for use as efficient energy storage means. However, their poor response rates during energy storage and retrieval modes require the use of heat transfer enhancers to combat these limitations. This research marks the first attempt to explore the potential of dimple-shaped fins for the enhancement of PCM thermal response in a shell-and-tube casing. Fin arrays with different dimensions and diverse distribution patterns were designed and studied to assess the effect of modifying the fin geometric parameters and distribution patterns in various spatial zones of the physical domain. The results indicate that increasing the number of dimple fins in the range of 8\u201332 results in faster heat storage rates by up to 8.7% faster than they would be without the dimple fins. Further improvements of approximately 1.4, 1.2, 1.1, and 1.0% can be obtained by optimizing the position of the first fin section, the spacing between other fin sections, the fin spacing based on the aromatic algorithm, and the use of the staggered fin distribution. The heat storage rate is improved by almost 12% for the best case compared with that of the no-fin case.<\/jats:p>","DOI":"10.1093\/jcde\/qwac105","type":"journal-article","created":{"date-parts":[[2022,9,28]],"date-time":"2022-09-28T12:41:24Z","timestamp":1664368884000},"page":"2055-2072","source":"Crossref","is-referenced-by-count":9,"title":["CFD analysis of phase-change material-based heat storage with dimple-shaped fins: evaluation of fin configuration and distribution pattern"],"prefix":"10.1093","volume":"9","author":[{"given":"Nidhal Ben","family":"Khedher","sequence":"first","affiliation":[{"name":"Department of Mechanical Engineering, College of Engineering, University of Ha'il , P.O. Box 2440, Ha'il City, Saudi Arabia"},{"name":"Laboratory of Thermal and Energetic Systems Studies (LESTE) at the National School of Engineering of Monastir, University of Monastir , 50000, Tunisia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6060-5015","authenticated-orcid":false,"given":"Jasim M","family":"Mahdi","sequence":"additional","affiliation":[{"name":"Department of Energy Engineering, University of Baghdad , Baghdad 10071, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hasan S","family":"Majdi","sequence":"additional","affiliation":[{"name":"Department of Chemical Engineering and Petroleum Industries, Al-Mustaqbal University College , Babylon 51001, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Koorosh","family":"Khosravi","sequence":"additional","affiliation":[{"name":"Department of Thermo-fluids Engineering, School of Mechanical Engineering, Shiraz University , Shiraz, Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Waleed Khalid","family":"Al-Azzawi","sequence":"additional","affiliation":[{"name":"Department of Medical Instrumentation Techniques Engineering, Al-Farahidi University , Baghdad 10015, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fadhil Abbas","family":"Al-Qrimli","sequence":"additional","affiliation":[{"name":"College of Engineering, Uruk University , Baghdad 10069, Iraq"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sami","family":"Dhahbi","sequence":"additional","affiliation":[{"name":"Department of Computer Science, College of Science and Art at Mahayil, King Khalid University , Muhayil Aseer, 62529, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pouyan","family":"Talebizadehsardari","sequence":"additional","affiliation":[{"name":"Centre for Sustainable Energy Use in Food Chains, Institute of Energy Futures, Brunel University London , Kingston Lane, Uxbridge, Middlesex UB8 3PH, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2022,9,30]]},"reference":[{"key":"2022102117300003900_bib2","doi-asserted-by":"crossref","first-page":"1620","DOI":"10.1016\/j.rser.2017.07.009","article-title":"Geometric and design parameters of fins employed for enhancing thermal energy storage systems: A review","volume":"82","author":"Abdulateef","year":"2018","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"2022102117300003900_bib1","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/j.icheatmasstransfer.2017.10.003","article-title":"Experimental and numerical study of solidifying phase-change material in a triplex-tube heat exchanger with longitudinal\/triangular fins","volume":"90","author":"Abdulateef","year":"2018","journal-title":"International Communications in Heat and Mass Transfer"},{"key":"2022102117300003900_bib3","doi-asserted-by":"crossref","first-page":"100986","DOI":"10.1016\/j.est.2019.100986","article-title":"Applications of combined\/hybrid use of heat pipe and phase change materials in energy storage and cooling systems: A recent review","volume":"26","author":"Ali","year":"2019","journal-title":"Journal of Energy Storage"},{"key":"2022102117300003900_bib4","first-page":"297","article-title":"Enthalpy-porosity technique for modeling convection-diffusion phase change: Application to the melting of a pure metal","volume":"13","author":"Brent","year":"1988","journal-title":"Numerical Heat Transfer, Part A Applications"},{"key":"2022102117300003900_bib5","doi-asserted-by":"crossref","DOI":"10.1016\/B978-0-12-819885-8.00002-4","volume-title":"Advances in thermal energy storage systems: Methods and applications","author":"Cabeza","year":"2021"},{"key":"2022102117300003900_bib6","doi-asserted-by":"crossref","DOI":"10.1002\/9781119713173","volume-title":"Thermal energy storage systems and applications","author":"Dincer","year":"2021"},{"key":"2022102117300003900_bib7","doi-asserted-by":"crossref","first-page":"669","DOI":"10.1002\/er.4960","article-title":"Review of latent thermal energy storage systems for solar air-conditioning systems","volume":"44","author":"Dong","year":"2020","journal-title":"International Journal of Energy Research"},{"key":"2022102117300003900_bib8","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1016\/j.applthermaleng.2019.01.102","article-title":"Numerical investigation of the influence of mushy zone parameter amush on heat transfer characteristics in vertically and horizontally oriented thermal energy storage systems","volume":"151","author":"Fadl","year":"2019","journal-title":"Applied Thermal Engineering"},{"key":"2022102117300003900_bib9","doi-asserted-by":"crossref","first-page":"2685","DOI":"10.3390\/su13052685","article-title":"Effect of twisted fin array in a triple-tube latent heat storage system during the charging mode","volume":"13","author":"Ghalambaz","year":"2021","journal-title":"Sustainability"},{"key":"2022102117300003900_bib10","doi-asserted-by":"crossref","first-page":"1619","DOI":"10.3390\/en14061619","article-title":"Intensifying the charging response of a phase-change material with twisted fin arrays in a shell-and-tube storage system","volume":"14","author":"Ghalambaz","year":"2021","journal-title":"Energies"},{"key":"2022102117300003900_bib11","doi-asserted-by":"crossref","first-page":"133444","DOI":"10.1016\/j.cej.2021.133444","article-title":"Ultrasmall antimony nanodots embedded in carbon nanowires with three-dimensional porous structure for high-performance potassium dual-ion batteries","volume":"431","author":"Gong","year":"2022","journal-title":"Chemical Engineering Journal"},{"key":"2022102117300003900_bib12","doi-asserted-by":"crossref","first-page":"111526","DOI":"10.1016\/j.solmat.2021.111526","article-title":"Thermal assessment on solid-liquid energy storage tube packed with non-uniform angled fins","volume":"236","author":"Guo","year":"2022","journal-title":"Solar Energy Materials and Solar Cells"},{"key":"2022102117300003900_bib13","doi-asserted-by":"crossref","first-page":"121920","DOI":"10.1016\/j.ijheatmasstransfer.2021.121920","article-title":"Experimental and numerical studies on the heat transfer improvement of a latent heat storage unit using gradient tree-shaped fins","volume":"182","author":"Huang","year":"2022","journal-title":"International Journal of Heat and Mass Transfer"},{"key":"2022102117300003900_bib14","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1016\/j.renene.2021.04.066","article-title":"Charging and discharging enhancement of a vertical latent heat storage unit by fractal tree-shaped fins","volume":"174","author":"Huang","year":"2021","journal-title":"Renewable Energy"},{"key":"2022102117300003900_bib15","doi-asserted-by":"crossref","first-page":"2083","DOI":"10.1016\/S0017-9310(05)80139-5","article-title":"Study of the heat transfer behavior of a latent heat thermal energy storage unit with a finned tube","volume":"36","author":"Lacroix","year":"1993","journal-title":"International Journal of Heat and Mass Transfer"},{"key":"2022102117300003900_bib16","doi-asserted-by":"crossref","first-page":"110751","DOI":"10.1016\/j.rser.2021.110751","article-title":"Phase change materials integrated into building walls: An updated review","volume":"140","author":"Lamrani","year":"2021","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"2022102117300003900_bib17","article-title":"Solar heat storage: Latent heat materials","author":"Lane","year":"1983"},{"key":"2022102117300003900_bib18","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.enconman.2019.04.075","article-title":"Heat transfer reduction in buildings by embedding phase change material in multi-layer walls: Effects of repositioning, thermophysical properties and thickness of PCM","volume":"195","author":"Li","year":"2019","journal-title":"Energy Conversion and Management"},{"key":"2022102117300003900_bib19","doi-asserted-by":"crossref","first-page":"113993","DOI":"10.1016\/j.apenergy.2019.113993","article-title":"Solidification enhancement with multiple PCMs, cascaded metal foam and nanoparticles in the shell-and-tube energy storage system","volume":"257","author":"Mahdi","year":"2020","journal-title":"Applied Energy"},{"key":"2022102117300003900_bib21","doi-asserted-by":"crossref","first-page":"117408","DOI":"10.1016\/j.applthermaleng.2021.117408","article-title":"Simultaneous and consecutive charging and discharging of a PCM-based domestic air heater with metal foam","volume":"197","author":"Mahdi","year":"2021","journal-title":"Applied Thermal Engineering"},{"key":"2022102117300003900_bib25","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1016\/j.solener.2021.01.008","article-title":"Efficient thermal management of the photovoltaic\/phase change material system with innovative exterior metal-foam layer","volume":"216","author":"Mahdi","year":"2021","journal-title":"Solar Energy"},{"key":"2022102117300003900_bib20","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.solener.2021.04.044","article-title":"A new approach for employing multiple PCMs in the passive thermal management of photovoltaic modules","volume":"222","author":"Mahdi","year":"2021","journal-title":"Solar Energy"},{"key":"2022102117300003900_bib22","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1016\/j.ijheatmasstransfer.2017.02.016","article-title":"Melting enhancement in triplex-tube latent thermal energy storage system using nanoparticles-fins combination","volume":"109","author":"Mahdi","year":"2017","journal-title":"International Journal of Heat and Mass Transfer"},{"key":"2022102117300003900_bib23","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1016\/j.ijheatmasstransfer.2018.03.095","article-title":"Accelerated melting of PCM in energy storage systems via novel configuration of fins in the triplex-tube heat exchanger","volume":"124","author":"Mahdi","year":"2018","journal-title":"International Journal of Heat and Mass Transfer"},{"key":"2022102117300003900_bib24","doi-asserted-by":"crossref","first-page":"975","DOI":"10.1016\/j.apenergy.2017.11.082","article-title":"Solidification enhancement of PCM in a triplex-tube thermal energy storage system with nanoparticles and fins","volume":"211","author":"Mahdi","year":"2018","journal-title":"Applied Energy"},{"key":"2022102117300003900_bib26","doi-asserted-by":"crossref","first-page":"3153","DOI":"10.3390\/nano11113153","article-title":"Melting enhancement in a triple-tube latent heat storage system with sloped fins","volume":"11","author":"Mahmoud","year":"2021","journal-title":"Nanomaterials"},{"key":"2022102117300003900_bib27","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1016\/j.enconman.2013.05.003","article-title":"Enhance heat transfer for PCM melting in triplex tube with internal\u2013external fins","volume":"74","author":"Mat","year":"2013","journal-title":"Energy Conversion and Management"},{"key":"2022102117300003900_bib28","doi-asserted-by":"crossref","first-page":"1015","DOI":"10.1016\/j.ijheatmasstransfer.2018.04.009","article-title":"Experimental, numerical and analytic study of unconstrained melting in a vertical cylinder with a focus on mushy region effects","volume":"124","author":"Pan","year":"2018","journal-title":"International Journal of Heat and Mass Transfer"},{"key":"2022102117300003900_bib29","doi-asserted-by":"crossref","first-page":"82","DOI":"10.1016\/j.rser.2017.03.139","article-title":"Thermal energy storage systems for concentrated solar power plants","volume":"79","author":"Pelay","year":"2017","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"2022102117300003900_bib30","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1016\/j.apenergy.2018.02.067","article-title":"Performance modeling and techno-economic analysis of a modular concentrated solar power tower with latent heat storage","volume":"217","author":"Rea","year":"2018","journal-title":"Applied Energy"},{"key":"2022102117300003900_bib31","article-title":"CO\u2082 and greenhouse gas emissions","author":"Ritchie","year":"2020","journal-title":"Our World in Data"},{"key":"2022102117300003900_bib32","article-title":"RT35 data sheet","author":"Rubitherm GmbH","year":".."},{"key":"2022102117300003900_bib33","doi-asserted-by":"crossref","first-page":"110470","DOI":"10.1016\/j.rser.2020.110470","article-title":"Heat transfer enhancement in fin-and-tube heat exchangers\u2014A review on different mechanisms","volume":"137","author":"Sadeghianjahromi","year":"2021","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"2022102117300003900_bib34","doi-asserted-by":"crossref","first-page":"604","DOI":"10.1016\/j.apenergy.2017.11.063","article-title":"Optimized demand side management (DSM) of peak electricity demand by coupling low temperature thermal energy storage (TES) and solar pV","volume":"211","author":"Saffari","year":"2018","journal-title":"Applied Energy"},{"key":"2022102117300003900_bib35","doi-asserted-by":"crossref","first-page":"112151","DOI":"10.1016\/j.enconman.2019.112151","article-title":"Composite metal foam\/PCM energy store design for dwelling space air heating","volume":"201","author":"Sardari","year":"2019","journal-title":"Energy Conversion and Management"},{"key":"2022102117300003900_bib36","doi-asserted-by":"crossref","first-page":"707","DOI":"10.1016\/j.apenergy.2014.07.015","article-title":"Maximization of performance of a PCM latent heat storage system with innovative fins","volume":"137","author":"Sciacovelli","year":"2015","journal-title":"Applied Energy"},{"key":"2022102117300003900_bib37","doi-asserted-by":"crossref","first-page":"116800","DOI":"10.1016\/j.energy.2019.116800","article-title":"Thermal performance evaluation of non-uniform fin array in a finned double-pipe latent heat storage system","volume":"193","author":"Shahsavar","year":"2020","journal-title":"Energy"},{"key":"2022102117300003900_bib38","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.solener.2019.03.005","article-title":"Effective utilization of natural convection via novel fin design & influence of enhanced viscosity due to carbon nano-particles in a solar cooling thermal storage system","volume":"183","author":"Singh","year":"2019","journal-title":"Solar Energy"},{"key":"2022102117300003900_bib39","doi-asserted-by":"crossref","first-page":"2647","DOI":"10.3390\/nano11102647","article-title":"Investigation of heat transfer enhancement in a triple TUBE latent heat storage system using circular fins with inline and staggered arrangements","volume":"11","author":"Sun","year":"2021","journal-title":"Nanomaterials"},{"key":"2022102117300003900_bib41","doi-asserted-by":"crossref","first-page":"2593","DOI":"10.1002\/er.5949","article-title":"Effect of airflow channel arrangement on the discharge of a composite metal foam-phase change material heat exchanger","volume":"45","author":"Talebizadehsardari","year":"2021","journal-title":"International Journal of Energy Research"},{"key":"2022102117300003900_bib40","doi-asserted-by":"crossref","first-page":"116970","DOI":"10.1016\/j.applthermaleng.2021.116970","article-title":"Consecutive charging and discharging of a PCM-based plate heat exchanger with zigzag configuration","volume":"193","author":"Talebizadehsardari","year":"2021","journal-title":"Applied Thermal Engineering"},{"key":"2022102117300003900_bib42","doi-asserted-by":"crossref","first-page":"102124","DOI":"10.1016\/j.est.2020.102124","article-title":"Evaluation and optimization of melting performance in a horizontal thermal energy storage unit with non-uniform fins","volume":"33","author":"Tang","year":"2021","journal-title":"Journal of Energy Storage"},{"key":"2022102117300003900_bib43","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1016\/S0038-092X(96)00167-3","article-title":"Experimental analysis and numerical modelling of inward solidification on a finned vertical tube for a latent heat storage unit","volume":"60","author":"Velraj","year":"1997","journal-title":"Solar Energy"},{"key":"2022102117300003900_bib44","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1007\/s40684-018-0035-4","article-title":"Processing characteristics of vegetable oil-based nanofluid MQL for grinding different workpiece materials","volume":"5","author":"Wang","year":"2018","journal-title":"International Journal of Precision Engineering and Manufacturing-Green Technology"},{"key":"2022102117300003900_bib46","doi-asserted-by":"crossref","first-page":"100400","DOI":"10.1016\/j.mtphys.2021.100400","article-title":"Ultra-fast growth of cuprate superconducting films: Dual-phase liquid assisted epitaxy and strong flux pinning","volume":"18","author":"Wu","year":"2021","journal-title":"Materials Today Physics"},{"key":"2022102117300003900_bib45","doi-asserted-by":"crossref","first-page":"2565","DOI":"10.1007\/s00170-021-07854-1","article-title":"Circulating purification of cutting fluid: An overview","volume":"117","author":"Wu","year":"2021","journal-title":"The International Journal of Advanced Manufacturing Technology"},{"key":"2022102117300003900_bib47","first-page":"1","article-title":"Online identification of battery model parameters and joint state of charge and state of health estimation using dual particle filter algorithms","author":"Xu","year":"2022","journal-title":"International Journal of Energy Research"},{"key":"2022102117300003900_bib48","doi-asserted-by":"crossref","first-page":"115772","DOI":"10.1016\/j.apenergy.2020.115772","article-title":"Design of non-uniformly distributed annular fins for a shell-and-tube thermal energy storage unit","volume":"279","author":"Yang","year":"2020","journal-title":"Applied Energy"},{"key":"2022102117300003900_bib51","doi-asserted-by":"crossref","first-page":"111289","DOI":"10.1016\/j.micromeso.2021.111289","article-title":"Construction of a novel lanthanum carbonate-grafted ZSM-5 zeolite for effective highly selective phosphate removal from wastewater","volume":"324","author":"Yang","year":"2021","journal-title":"Microporous and Mesoporous Materials"},{"key":"2022102117300003900_bib49","doi-asserted-by":"crossref","first-page":"111527","DOI":"10.1016\/j.solmat.2021.111527","article-title":"Effect of fin number on the melting phase change in a horizontal finned shell-and-tube thermal energy storage unit","volume":"236","author":"Yang","year":"2022","journal-title":"Solar Energy Materials and Solar Cells"},{"key":"2022102117300003900_bib50","doi-asserted-by":"crossref","first-page":"133166","DOI":"10.1016\/j.cej.2021.133166","article-title":"Lanthanum carbonate grafted ZSM-5 for superior phosphate uptake: investigation of the growth and adsorption mechanism","volume":"430","author":"Yang","year":"2022","journal-title":"Chemical Engineering Journal"},{"key":"2022102117300003900_bib52","doi-asserted-by":"crossref","first-page":"119330","DOI":"10.1016\/j.ijheatmasstransfer.2020.119330","article-title":"Melting performance enhancement of a latent heat storage unit using gradient fins","volume":"150","author":"Yu","year":"2020","journal-title":"International Journal of Heat and Mass Transfer"},{"key":"2022102117300003900_bib54","doi-asserted-by":"crossref","first-page":"1275","DOI":"10.1007\/s00170-014-6722-6","article-title":"Experimental research on the energy ratio coefficient and specific grinding energy in nanoparticle jet MQL grinding","volume":"78","author":"Zhang","year":"2015","journal-title":"The International Journal of Advanced Manufacturing Technology"},{"key":"2022102117300003900_bib56","doi-asserted-by":"crossref","first-page":"1502588","DOI":"10.1002\/aenm.201502588","article-title":"A novel aluminum\u2013graphite dual-ion battery","volume":"6","author":"Zhang","year":"2016","journal-title":"Advanced Energy Materials"},{"key":"2022102117300003900_bib55","doi-asserted-by":"crossref","first-page":"236","DOI":"10.1016\/j.jclepro.2018.05.009","article-title":"Experimental assessment of an environmentally friendly grinding process using nanofluid minimum quantity lubrication with cryogenic air","volume":"193","author":"Zhang","year":"2018","journal-title":"Journal of Cleaner Production"},{"key":"2022102117300003900_bib53","doi-asserted-by":"crossref","first-page":"114102","DOI":"10.1016\/j.apenergy.2019.114102","article-title":"Improving the energy discharging performance of a latent heat storage (LHS) unit using fractal-tree-shaped fins","volume":"259","author":"Zhang","year":"2020","journal-title":"Applied Energy"}],"container-title":["Journal of Computational Design and Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/jcde\/advance-article-pdf\/doi\/10.1093\/jcde\/qwac105\/46212734\/qwac105.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/jcde\/article-pdf\/9\/5\/2055\/46596581\/qwac105.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/jcde\/article-pdf\/9\/5\/2055\/46596581\/qwac105.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,21]],"date-time":"2022-10-21T17:31:56Z","timestamp":1666373516000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/jcde\/article\/9\/5\/2055\/6731773"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,30]]},"references-count":56,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2022,10,21]]}},"URL":"https:\/\/doi.org\/10.1093\/jcde\/qwac105","relation":{},"ISSN":["2288-5048"],"issn-type":[{"value":"2288-5048","type":"electronic"}],"subject":[],"published-other":{"date-parts":[[2022,10]]},"published":{"date-parts":[[2022,9,30]]}}}