{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,10]],"date-time":"2026-11-10T22:25:27Z","timestamp":1794349527783,"version":"4.9.0"},"reference-count":141,"publisher":"Elsevier BV","issue":"10","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":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100008869","name":"Wuhan Institute of Technology","doi-asserted-by":"publisher","award":["#26QD047"],"award-info":[{"award-number":["#26QD047"]}],"id":[{"id":"10.13039\/501100008869","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["cell.com","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["iScience"],"published-print":{"date-parts":[[2026,10]]},"DOI":"10.1016\/j.isci.2026.117559","type":"journal-article","created":{"date-parts":[[2026,9,21]],"date-time":"2026-09-21T20:58:12Z","timestamp":1790024292000},"page":"117559","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"title":["Assessing machine learning prediction of recycled aggregate concrete strength with a tabular foundation model"],"prefix":"10.1016","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4067-5953","authenticated-orcid":false,"given":"Jin","family":"Fan","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roshani","family":"Bharati","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"GangYong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hui","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ning","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"YanLing","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"AiXia","family":"Liang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mandeep","family":"Pokhrel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.isci.2026.117559_bib1","doi-asserted-by":"crossref","DOI":"10.1016\/j.resconrec.2025.108567","article-title":"Machine learning in life cycle assessment and low carbon material discovery: Challenges and pathways forward for the construction industry","volume":"224","author":"Mart\u00ednez","year":"2026","journal-title":"Resour. Conserv. Recycl."},{"key":"10.1016\/j.isci.2026.117559_bib2","doi-asserted-by":"crossref","DOI":"10.1016\/j.engstruct.2024.118585","article-title":"Sustainable reinforced concrete design: The role of ultra-high performance concrete (uhpc) in life-cycle structural performance and environmental impacts","volume":"316","author":"Fan","year":"2024","journal-title":"Eng. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib3","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.jclepro.2018.03.085","article-title":"Construction and demolition waste generation and properties of recycled aggregate concrete: A global perspective","volume":"186","author":"Akhtar","year":"2018","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.isci.2026.117559_bib4","doi-asserted-by":"crossref","DOI":"10.1016\/j.conbuildmat.2021.125950","article-title":"Life cycle assessment of recycled aggregate concrete on its environmental impacts: A critical review","volume":"317","author":"Xing","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib5","doi-asserted-by":"crossref","first-page":"4574","DOI":"10.1038\/s41467-023-40302-0","article-title":"Near-term pathways for decarbonizing global concrete production","volume":"14","author":"Olsson","year":"2023","journal-title":"Nat. Commun."},{"key":"10.1016\/j.isci.2026.117559_bib6","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1016\/j.conbuildmat.2016.11.029","article-title":"A critical review and assessment for usage of recycled aggregate as sustainable construction material","volume":"131","author":"Kisku","year":"2017","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib7","doi-asserted-by":"crossref","DOI":"10.1061\/JMCEE7.MTENG-16711","article-title":"Meso-scale numerical study on time-dependent non-uniform steel corrosion induced damage in recycled aggregate concrete systems","volume":"36","author":"Fan","year":"2024","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib8","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1016\/j.conbuildmat.2019.03.234","article-title":"Parametric sensitivity analysis and modelling of mechanical properties of normal-and high-strength recycled aggregate concrete using grey theory, multiple nonlinear regression and artificial neural networks","volume":"211","author":"Xu","year":"2019","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib9","article-title":"An agile, intelligent and scalable framework for mix design optimization of green concrete incorporating recycled aggregates from precast rejects","volume":"20","author":"Yu","year":"2024","journal-title":"Case Stud. Constr. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib10","doi-asserted-by":"crossref","DOI":"10.1061\/JMCEE7.MTENG-20732","article-title":"Size effects on uniaxial compression and tension in recycled aggregate concrete fabricated using conventional and equivalent mortar volume techniques","volume":"38","author":"Yu","year":"2026","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib11","doi-asserted-by":"crossref","DOI":"10.1016\/j.conbuildmat.2026.145436","article-title":"Post-heating evaluation of residual compressive and tensile mechanical properties of basalt fiber reinforced recycled aggregate concrete","volume":"513","author":"Yu","year":"2026","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib12","doi-asserted-by":"crossref","DOI":"10.1016\/j.conbuildmat.2022.129282","article-title":"Data-driven analysis on compressive behavior of unconfined and confined recycled aggregate concretes","volume":"356","author":"Xu","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib13","doi-asserted-by":"crossref","DOI":"10.1016\/j.conbuildmat.2021.124274","article-title":"A bayesian model updating approach applied to mechanical properties of recycled aggregate concrete under uniaxial or triaxial compression","volume":"301","author":"Xu","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib14","doi-asserted-by":"crossref","first-page":"1200","DOI":"10.1016\/j.conbuildmat.2012.04.063","article-title":"Prediction of compressive strength of recycled aggregate concrete using artificial neural networks","volume":"40","author":"Duan","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib15","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.ijsbe.2014.12.002","article-title":"Modeling compressive strength of recycled aggregate concrete by artificial neural network, model tree and non-linear regression","volume":"3","author":"Deshpande","year":"2014","journal-title":"Int. J. Sustain. Built Environ."},{"key":"10.1016\/j.isci.2026.117559_bib16","doi-asserted-by":"crossref","first-page":"919","DOI":"10.1007\/s00500-021-05571-1","article-title":"Experimental investigation and comparative machine-learning prediction of compressive strength of recycled aggregate concrete","volume":"25","author":"Salimbahrami","year":"2021","journal-title":"Soft Comput."},{"key":"10.1016\/j.isci.2026.117559_bib17","article-title":"Toward improved prediction of recycled brick aggregate concrete compressive strength by designing ensemble machine learning models","volume":"369","author":"Nguyen","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib18","article-title":"To predict the compressive strength of self compacting concrete with recycled aggregates utilizing ensemble machine learning models","volume":"16","author":"de Prado-Gil","year":"2022","journal-title":"Case Stud. Constr. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib19","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s41024-021-00145-y","article-title":"Strength prediction models for recycled aggregate concrete using random forests, ann and lasso","volume":"7","author":"Rizvon","year":"2022","journal-title":"J. Build. Rehabil."},{"key":"10.1016\/j.isci.2026.117559_bib20","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1007\/s41939-023-00220-6","article-title":"A novel ant colony-optimized extreme gradient boosting machine for estimating compressive strength of recycled aggregate concrete","volume":"7","author":"Hoang","year":"2024","journal-title":"Multiscale and Multidiscip. Model. Exp. and Des."},{"key":"10.1016\/j.isci.2026.117559_bib21","article-title":"Prediction of mechanical properties of recycled aggregate fly ash concrete employing machine learning algorithms","volume":"76","author":"Hosseinzadeh","year":"2023","journal-title":"J. Build. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib22","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2025.112071","article-title":"A hybrid bayesian model updating and non-dominated sorting genetic algorithm framework for intelligent mix design of steel fiber reinforced concrete","volume":"161","author":"Yu","year":"2025","journal-title":"Eng. Appl. Artif. Intell."},{"key":"10.1016\/j.isci.2026.117559_bib23","article-title":"Prediction of properties of recycled aggregate concrete using machine learning models: A critical review","volume":"90","author":"Zhao","year":"2024","journal-title":"J. Build. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib24","article-title":"Prediction of the compressive strength of recycled aggregate concrete using machine learning models with experimental validation","volume":"49","author":"Badesire","year":"2025","journal-title":"Mater. Today Commun."},{"key":"10.1016\/j.isci.2026.117559_bib25","doi-asserted-by":"crossref","DOI":"10.3390\/su172411334","article-title":"Explainable machine learning-based prediction of compressive strength in sustainable recycled aggregate self-compacting concrete using shap analysis","volume":"17","author":"Almutairi","year":"2025","journal-title":"Sustainability"},{"key":"10.1016\/j.isci.2026.117559_bib26","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1038\/s41586-024-08328-6","article-title":"Accurate predictions on small data with a tabular foundation model","volume":"637","author":"Hollmann","year":"2025","journal-title":"Nature"},{"key":"10.1016\/j.isci.2026.117559_bib27","article-title":"Tabpfn-2.5: Advancing the state of the art in tabular foundation models","author":"Grinsztajn","year":"2025","journal-title":"arXiv"},{"key":"10.1016\/j.isci.2026.117559_bib28","doi-asserted-by":"crossref","first-page":"2781","DOI":"10.3390\/buildings16142781","article-title":"Tabpfn-based prediction of concrete compressive strength","volume":"16","author":"Zhao","year":"2026","journal-title":"Buildings"},{"key":"10.1016\/j.isci.2026.117559_bib29","doi-asserted-by":"crossref","DOI":"10.1016\/j.resconrec.2020.105121","article-title":"Development and statistical database analysis of hardened concrete properties made with recycled concrete aggregates","volume":"164","author":"Jayasuriya","year":"2021","journal-title":"Resour. Conserv. Recycl."},{"key":"10.1016\/j.isci.2026.117559_bib30","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/j.cemconcomp.2005.10.003","article-title":"Self-compacting concrete: An analysis of 11 years of case studies","volume":"28","author":"Domone","year":"2006","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib31","series-title":"Designing concrete mixtures with rcaTech. Rep.","author":"Adams","year":"2022"},{"key":"10.1016\/j.isci.2026.117559_bib32","doi-asserted-by":"crossref","DOI":"10.1016\/j.jclepro.2023.138673","article-title":"Machine learning models for predicting compressive strength of fiber-reinforced concrete containing waste rubber and recycled aggregate","volume":"423","author":"Pal","year":"2023","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.isci.2026.117559_bib33","doi-asserted-by":"crossref","DOI":"10.1016\/j.conbuildmat.2024.137196","article-title":"Investigating specimen size and shape effects on compressive mechanical behaviors of recycled aggregate concrete using discrete element mesoscale modeling","volume":"438","author":"Yu","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib34","series-title":"Concrete: Microstructure, Properties, and Materials","author":"Mehta","year":"2013"},{"key":"10.1016\/j.isci.2026.117559_bib35","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/j.conbuildmat.2018.05.158","article-title":"Understanding variability in recycled aggregate concrete mechanical properties through numerical simulation and statistical evaluation","volume":"178","author":"Jayasuriya","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib36","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1016\/j.conbuildmat.2013.11.054","article-title":"Experimental analysis of properties of high performance recycled aggregate concrete","volume":"52","author":"Andreu","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib37","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1007\/BF02480538","article-title":"Use of recycled concrete aggregate in high-strength concrete","volume":"33","author":"Limbachiya","year":"2000","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib38","first-page":"559","article-title":"Effect of recycled concrete aggregate replacement level on shear strength of reinforced concrete beams","volume":"112","author":"Arezoumandi","year":"2015","journal-title":"ACI Mater. J."},{"key":"10.1016\/j.isci.2026.117559_bib39","first-page":"91","article-title":"Performance of Portland\/Silica Fume Cement Concrete Produced with Recycled Concrete Aggregate","volume":"109","author":"Limbachiya","year":"2012","journal-title":"ACI Mater. J."},{"key":"10.1016\/j.isci.2026.117559_bib40","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.jclepro.2013.06.022","article-title":"Influence of water-reducing admixtures on the mechanical performance of recycled concrete","volume":"2013","author":"Barbudo","year":"2013","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.isci.2026.117559_bib41","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1016\/j.cemconres.2003.12.032","article-title":"An assessment of optimal mixture for concrete made with recycled concrete aggregates","volume":"34","author":"Lin","year":"2004","journal-title":"Cem. Concr. Res."},{"key":"10.1016\/j.isci.2026.117559_bib42","doi-asserted-by":"crossref","first-page":"2335","DOI":"10.1016\/j.conbuildmat.2010.11.031","article-title":"Stress-strain relationship in axial compression for concrete using recycled saturated coarse aggregate","volume":"25","author":"Bel\u00e9n","year":"2011","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib43","doi-asserted-by":"crossref","first-page":"844","DOI":"10.1016\/j.conbuildmat.2015.07.097","article-title":"Influence of the water variation on the mechanical properties of concrete manufactured with recycled mixed aggregates for pre-stressed components","volume":"94","author":"L\u00f3pez-Gayarre","year":"2015","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib44","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.conbuildmat.2014.09.019","article-title":"Mechanical and durability properties of concretes manufactured with biomass bottom ash and recycled coarse aggregates","volume":"72","author":"Beltr\u00e1n","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib45","doi-asserted-by":"crossref","first-page":"1204","DOI":"10.3390\/su2051204","article-title":"Recycled Concrete as Aggregate for Structural Concrete Production","volume":"2","author":"Male\u0161ev","year":"2010","journal-title":"Sustainability"},{"key":"10.1016\/j.isci.2026.117559_bib46","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.jclepro.2014.05.053","article-title":"Effect of cement addition on the properties of recycled concretes to reach control concretes strengths","volume":"79","author":"Beltr\u00e1n","year":"2014","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.isci.2026.117559_bib47","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1016\/j.cemconcomp.2013.01.003","article-title":"Short and long-term behavior of structural concrete with recycled concrete aggregate","volume":"37","author":"Manzi","year":"2013","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib48","doi-asserted-by":"crossref","first-page":"1292","DOI":"10.1016\/j.conbuildmat.2013.05.074","article-title":"Effect of recycled concrete coarse aggregate from multiple sources on the hardened properties of concrete with equivalent compressive strength","volume":"47","author":"Butler","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib49","doi-asserted-by":"crossref","first-page":"2255","DOI":"10.1016\/j.wasman.2010.04.012","article-title":"Comparative environmental assessment of natural and recycled aggregate concrete","volume":"30","author":"Marinkovi\u0107","year":"2010","journal-title":"Waste Manag."},{"key":"10.1016\/j.isci.2026.117559_bib50","first-page":"140","article-title":"Towards the classification of recycled concrete aggregates: influence of fundamental aggregate properties on recycled concrete performance","volume":"3","author":"Butler","year":"2014","journal-title":"J. Sustain. Cem. Based. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib51","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/j.conbuildmat.2013.03.011","article-title":"Mechanical properties of concrete produced with recycled coarse aggregates-Influence of the use of superplasticizers","volume":"44","author":"Matias","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib52","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.hbrcj.2014.06.002","article-title":"Influence of silica fume on mechanical and physical properties of recycled aggregate concrete","volume":"11","author":"\u00c7ak\u0131r","year":"2015","journal-title":"HBRC Journal"},{"key":"10.1016\/j.isci.2026.117559_bib53","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1016\/j.jclepro.2014.01.002","article-title":"Influence of mixed recycled aggregate on the physical - mechanical properties of recycled concrete","volume":"68","author":"Medina","year":"2014","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.isci.2026.117559_bib54","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1016\/j.cemconcomp.2013.11.006","article-title":"Compressive stress-strain behavior of steel fiber reinforced-recycled aggregate concrete","volume":"46","author":"Carneiro","year":"2014","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib55","first-page":"16","article-title":"Mechanical properties of concrete prepared with different recycled coarse aggregates replacement rate","volume":"2007","author":"Min-Ping","year":"2007","journal-title":"Concrete"},{"key":"10.1016\/j.isci.2026.117559_bib56","doi-asserted-by":"crossref","first-page":"1500","DOI":"10.1016\/j.conbuildmat.2007.03.032","article-title":"Failure mechanism of recycled aggregate concrete","volume":"22","author":"Casuccio","year":"2008","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib57","first-page":"37","article-title":"Mechanical properties of recycled aggregate concrete at early ages","volume":"223","author":"Min-Ping","year":"2008","journal-title":"Concrete"},{"key":"10.1016\/j.isci.2026.117559_bib58","first-page":"24","article-title":"Basic mechanical properties test and stress-strain constitutive relations of recycled coarse aggregate concrete","volume":"16","author":"Chen","year":"2013","journal-title":"J. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib59","doi-asserted-by":"crossref","first-page":"2020","DOI":"10.1051\/matecconf\/201816202020","article-title":"The influence of recycled concrete aggregate on the properties of concrete","volume":"162","author":"Mohammed","year":"2018","journal-title":"MATEC Web Conf."},{"key":"10.1016\/j.isci.2026.117559_bib60","first-page":"683","article-title":"Mechanical properties of recycled aggregate concrete in different age","volume":"16","author":"Hou","year":"2013","journal-title":"J. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib61","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/j.conbuildmat.2014.08.030","article-title":"Influence of the use of recycled concrete aggregates from different sources on structural concrete","volume":"71","author":"Pedro","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib62","doi-asserted-by":"crossref","first-page":"3965","DOI":"10.1617\/s11527-014-0456-7","article-title":"Performance of concrete made with aggregates recycled from precasting industry waste: Influence of the crushing process","volume":"48","author":"Pedro","year":"2014","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib63","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1680\/macr.2008.62.2.103","article-title":"Experimental study on the shear strength of recycled aggregate concrete beams","volume":"62","author":"Choi","year":"2010","journal-title":"Mag. Concr. Res."},{"key":"10.1016\/j.isci.2026.117559_bib64","doi-asserted-by":"crossref","first-page":"1616","DOI":"10.1016\/j.conbuildmat.2010.02.031","article-title":"Mechanical and elastic behaviour of concretes made of recycled-concrete coarse aggregates","volume":"24","author":"Corinaldesi","year":"2010","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib65","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1016\/j.conbuildmat.2014.06.084","article-title":"Alternative processing procedures for recycled aggregates in structural concrete","volume":"69","author":"Pepe","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib66","first-page":"264","article-title":"Influence of recycled aggregate on strength and anti-carbonation properties of recycled aggregate concrete","volume":"15","author":"Cui","year":"2012","journal-title":"J. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib67","doi-asserted-by":"crossref","first-page":"1044","DOI":"10.1016\/j.cemconcomp.2012.06.009","article-title":"The effect of superplasticizers on the mechanical performance of concrete made with fine recycled concrete aggregates","volume":"34","author":"Pereira","year":"2012","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib68","doi-asserted-by":"crossref","DOI":"10.1061\/(ASCE)MT.1943-5533.0001086","article-title":"Experimental study on the influence of water absorption of recycled coarse aggregates on properties of the resulting concretes","volume":"27","author":"Cui","year":"2015","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib69","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/S0008-8846(03)00186-8","article-title":"Influence of moisture states of natural and recycled aggregates on the slump and compressive strength of concrete","volume":"34","author":"Poon","year":"2004","journal-title":"Cem. Concr. Res."},{"key":"10.1016\/j.isci.2026.117559_bib70","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.conbuildmat.2014.02.057","article-title":"An investigation on mechanical and physical properties of recycled aggregate concrete (RAC) with and without silica fume","volume":"61","author":"Dilbas","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib71","doi-asserted-by":"crossref","first-page":"981","DOI":"10.1617\/s11527-006-9192-y","article-title":"Influence of recycled aggregate on slump and bleeding of fresh concrete","volume":"40","author":"Poon","year":"2006","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib72","doi-asserted-by":"crossref","first-page":"2545","DOI":"10.1016\/j.conbuildmat.2009.02.018","article-title":"Creep and shrinkage of recycled aggregate concrete","volume":"23","author":"Domingo-Cabo","year":"2009","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib73","doi-asserted-by":"crossref","first-page":"937","DOI":"10.1007\/s11223-019-00042-3","article-title":"Study of bond properties of steel rebars with recycled aggregate concrete: experimental testing","volume":"50","author":"Rafi","year":"2018","journal-title":"Strength Mater."},{"key":"10.1016\/j.isci.2026.117559_bib74","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1016\/j.matdes.2014.01.044","article-title":"Properties of recycled aggregate concrete made with recycled aggregates with different amounts of old adhered mortars","volume":"58","author":"Duan","year":"2014","journal-title":"Mater. Des."},{"key":"10.1016\/j.isci.2026.117559_bib75","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1016\/j.buildenv.2005.07.033","article-title":"Mechanical properties of concrete with recycled coarse aggregate","volume":"42","author":"Rahal","year":"2007","journal-title":"Build. Environ."},{"key":"10.1016\/j.isci.2026.117559_bib76","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1617\/s11527-006-9161-5","article-title":"Recycled aggregate concrete as structural material","volume":"40","author":"Etxeberria","year":"2007","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib77","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1617\/s11527-010-9620-x","article-title":"Influence of field recycled coarse aggregate on properties of concrete","volume":"44","author":"Chakradhara Rao","year":"2010","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib78","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1016\/j.cemconres.2007.02.002","article-title":"Influence of amount of recycled coarse aggregates and production process on properties of recycled aggregate concrete","volume":"37","author":"Etxeberria","year":"2007","journal-title":"Cem. Concr. Res."},{"key":"10.1016\/j.isci.2026.117559_bib79","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1016\/j.engstruct.2012.04.006","article-title":"Recycled aggregate concrete: Experimental shear resistance of slabs without shear reinforcement","volume":"41","author":"Schubert","year":"2012","journal-title":"Eng. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib80","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1016\/j.cemconcomp.2006.12.004","article-title":"Mechanical behaviour of concrete made with fine recycled concrete aggregates","volume":"29","author":"Evangelista","year":"2007","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib81","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1016\/j.conbuildmat.2013.03.072","article-title":"Assessment on the engineering properties of ready-mixed concrete using recycled aggregates","volume":"45","author":"Sheen","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib82","doi-asserted-by":"crossref","first-page":"1026","DOI":"10.1016\/j.cemconcomp.2011.08.004","article-title":"Creep and drying shrinkage characteristics of concrete produced with coarse recycled concrete aggregate","volume":"33","author":"Fathifazl","year":"2011","journal-title":"Cement and Concrete Composite"},{"key":"10.1016\/j.isci.2026.117559_bib83","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1061\/(ASCE)MT.1943-5533.0000360","article-title":"Effect of the Water to Binder Ratio and Ground Fly Ash on Properties of Recycled Aggregate Concrete","volume":"24","author":"Somna","year":"2012","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib84","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.conbuildmat.2014.01.073","article-title":"Recycled aggregate concrete-Mechanical behavior under uniaxial and triaxial compression","volume":"56","author":"Folino","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib85","doi-asserted-by":"crossref","first-page":"8368351","DOI":"10.1155\/2018\/8368351","article-title":"Suitability investigation of recycled concrete aggregates for concrete production: an experimental case study","volume":"2018","author":"Taffese","year":"2018","journal-title":"Adv. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib86","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1016\/j.cemconcomp.2011.04.002","article-title":"The influence of curing conditions on the mechanical performance of concrete made with recycled concrete waste","volume":"33","author":"Fonseca","year":"2011","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib87","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.conbuildmat.2015.10.013","article-title":"Long-term deformation behaviour of recycled aggregate concrete","volume":"100","author":"Tam","year":"2015","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib88","doi-asserted-by":"crossref","first-page":"260","DOI":"10.1016\/j.conbuildmat.2013.11.112","article-title":"The effect of curing conditions on the compressive strength of recycled aggregate concrete","volume":"53","author":"L\u00f3pez Gayarre","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib89","doi-asserted-by":"crossref","first-page":"1054","DOI":"10.1016\/j.conbuildmat.2012.11.106","article-title":"Durability of recycled aggregate concrete","volume":"40","author":"Thomas","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib90","doi-asserted-by":"crossref","first-page":"1301","DOI":"10.1016\/S0008-8846(02)00795-0","article-title":"Porosity of recycled concrete with substitution of recycled concrete aggregate: An experimental study","volume":"32","author":"G\u00f3mez-Sober\u00f3n","year":"2002","journal-title":"Cem. Concr. Res."},{"key":"10.1016\/j.isci.2026.117559_bib91","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1016\/j.jclepro.2013.09.036","article-title":"Evaluation of the fatigue behavior of recycled aggregate concrete","volume":"65","author":"Thomas","year":"2014","journal-title":"J. Clean. Prod."},{"key":"10.1016\/j.isci.2026.117559_bib92","doi-asserted-by":"crossref","first-page":"1759","DOI":"10.1617\/s11527-011-9736-7","article-title":"Effect of recycled coarse aggregate on damage of recycled concrete","volume":"44","author":"Gonz\u00e1lez-Fonteboa","year":"2011","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib93","doi-asserted-by":"crossref","first-page":"618","DOI":"10.1016\/j.conbuildmat.2018.04.009","article-title":"Influence of curing conditions on recycled aggregate concrete","volume":"172","author":"Thomas","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib94","doi-asserted-by":"crossref","first-page":"521","DOI":"10.1617\/s11527-014-0517-y","article-title":"Effect of different substitution of natural aggregate by recycled aggregate on performance characteristics of pervious concrete","volume":"49","author":"Guneyisi","year":"2016","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib95","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/j.jobe.2018.05.007","article-title":"Strength and durability of concrete containing recycled concrete aggregates","volume":"19","author":"Thomas","year":"2018","journal-title":"J. Build. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib96","doi-asserted-by":"crossref","first-page":"e050","DOI":"10.3989\/mc.2015.03214","article-title":"Preparation and properties of high-strength recycled concrete in cold areas","volume":"65","author":"Haitao","year":"2015","journal-title":"Mater. Constr."},{"key":"10.1016\/j.isci.2026.117559_bib97","first-page":"1","article-title":"New views on effect of recycled aggregates on concrete compressive strength","volume":"110","author":"Ulloa","year":"2013","journal-title":"ACI Mater. J."},{"key":"10.1016\/j.isci.2026.117559_bib98","doi-asserted-by":"crossref","first-page":"701","DOI":"10.1016\/j.conbuildmat.2011.10.007","article-title":"Recycled concrete and mixed rubble as aggregates: Influence of variations in composition on the concrete properties and their use as structural material","volume":"35","author":"Hoffmann","year":"2012","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib99","series-title":"International RILEM Conference on the Use of Recycled Materials in Building and Structures","first-page":"554","article-title":"Influence of recycled concrete aggregates on concrete durability","author":"Vazquez","year":"2004"},{"key":"10.1016\/j.isci.2026.117559_bib100","first-page":"74","article-title":"Production and properties of high quality recycled aggregates","volume":"3","author":"Wang","year":"2007","journal-title":"Concrete"},{"key":"10.1016\/j.isci.2026.117559_bib101","doi-asserted-by":"crossref","first-page":"574","DOI":"10.1016\/j.conbuildmat.2014.05.010","article-title":"Mechanical behavior of three generations of 100% repeated recycled coarse aggregate concrete","volume":"65","author":"Huda","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib102","first-page":"195","article-title":"Experimental study on mechanical properties of concrete made with high quality recycled aggregates","volume":"35","author":"Ye","year":"2009","journal-title":"Sichuan Build. Sci."},{"key":"10.1016\/j.isci.2026.117559_bib103","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1061\/(ASCE)MT.1943-5533.0001237","article-title":"Mechanical and freeze-thaw durability properties of recycled aggregate concrete made with recycled coarse aggregate","volume":"27","author":"Huda","year":"2015","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib104","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s40069-014-0087-y","article-title":"Mix design and properties of recycled aggregate concretes: applicability of eurocode 2","volume":"9","author":"Wardeh","year":"2015","journal-title":"Int. J. Concr. Struct. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib105","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1617\/s11527-012-9952-9","article-title":"Flexural behavior of reinforced recycled aggregate concrete beams under short-term loading","volume":"46","author":"Ignjatovi\u0107","year":"2013","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib106","first-page":"45","article-title":"Experimental study on influence of recycled coarse aggregates contents on properties of recycled aggregate concrete","volume":"2006","author":"Wei","year":"2006","journal-title":"Concrete"},{"key":"10.1016\/j.isci.2026.117559_bib107","doi-asserted-by":"crossref","first-page":"464","DOI":"10.1016\/j.conbuildmat.2013.03.014","article-title":"Engineering properties of treated recycled concrete aggregate (RCA) for structural applications","volume":"44","author":"Ismail","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib108","doi-asserted-by":"crossref","first-page":"1187","DOI":"10.1016\/j.cemconres.2004.09.020","article-title":"Mechanical properties of recycled aggregate concrete under uniaxial loading","volume":"35","author":"Xiao","year":"2005","journal-title":"Cem. Concr. Res."},{"key":"10.1016\/j.isci.2026.117559_bib109","doi-asserted-by":"crossref","first-page":"607","DOI":"10.14359\/51686622","article-title":"Flexural Testing of Reinforced Concrete Beams with Recycled Concrete Aggregates","volume":"111","author":"Kang","year":"2014","journal-title":"ACI Struct. J."},{"key":"10.1016\/j.isci.2026.117559_bib110","doi-asserted-by":"crossref","first-page":"655","DOI":"10.1617\/s11527-006-9093-0","article-title":"On relationships between the mechanical properties of recycled aggregate concrete: An overview","volume":"39","author":"Xiao","year":"2006","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib111","doi-asserted-by":"crossref","first-page":"499","DOI":"10.1016\/j.conbuildmat.2013.07.014","article-title":"Combined effects of recycled aggregate and fly ash towards concrete sustainability","volume":"48","author":"Kim","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib112","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1016\/j.conbuildmat.2012.09.024","article-title":"Fatigue behavior of recycled aggregate concrete under compression and bending cyclic loadings","volume":"38","author":"Xiao","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib113","first-page":"451","article-title":"Creep and shrinkage of normal-strength concrete with recycled concrete aggregates","volume":"112","author":"Knaack","year":"2015","journal-title":"ACI Mater. J."},{"key":"10.1016\/j.isci.2026.117559_bib114","first-page":"289","article-title":"Influence of Type and Replacement Level of Recycled Aggregates on Concrete Properties","volume":"105","author":"Yang","year":"2008","journal-title":"ACI Mater. J."},{"key":"10.1016\/j.isci.2026.117559_bib115","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.cemconcomp.2012.12.011","article-title":"Long-term mechanical and durability properties of recycled aggregate concrete prepared with the incorporation of fly ash","volume":"37","author":"Kou","year":"2013","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib116","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1061\/(ASCE)0899-1561(2007)19:9(709)","article-title":"Influence of fly ash as cement replacement on the properties of recycled aggregate concrete","volume":"19","author":"Kou","year":"2007","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib117","doi-asserted-by":"crossref","first-page":"688","DOI":"10.1016\/j.conbuildmat.2013.09.003","article-title":"Strength prediction model and methods for improving recycled aggregate concrete","volume":"49","author":"Younis","year":"2013","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib118","doi-asserted-by":"crossref","first-page":"1191","DOI":"10.1617\/s11527-007-9317-y","article-title":"Influence of fly ash as a cement addition on the hardened properties of recycled aggregate concrete","volume":"41","author":"Kou","year":"2008","journal-title":"Mater. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib119","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1061\/(ASCE)MT.1943-5533.0000165","article-title":"Recycled Concretes Made with Waste Ready-Mix Concrete as Coarse Aggregate","volume":"23","author":"Zega","year":"2011","journal-title":"J. Mater. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib120","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1016\/j.cemconcomp.2010.10.003","article-title":"Influence of recycled aggregates on long term mechanical properties and pore size distribution of concrete","volume":"33","author":"Kou","year":"2011","journal-title":"Cem. Concr. Compos."},{"key":"10.1016\/j.isci.2026.117559_bib121","doi-asserted-by":"crossref","first-page":"1317","DOI":"10.1016\/j.rinp.2018.04.061","article-title":"Mechanical properties of recycled concrete with demolished waste concrete aggregate and clay brick aggregate","volume":"9","author":"Zheng","year":"2018","journal-title":"Results Phys."},{"key":"10.1016\/j.isci.2026.117559_bib122","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1016\/j.conbuildmat.2012.06.060","article-title":"Properties of concrete prepared with low-grade recycled aggregates","volume":"36","author":"Kou","year":"2012","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib123","first-page":"4","article-title":"Experimental research on the basic mechanical properties of recycled aggregate concrete","volume":"16","author":"Zhou","year":"2008","journal-title":"J. Anhui Inst. Archit. Indust"},{"key":"10.1016\/j.isci.2026.117559_bib124","article-title":"A unified approach to interpreting model predictions","volume":"30","author":"Lundberg","year":"2017","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"10.1016\/j.isci.2026.117559_bib125","doi-asserted-by":"crossref","first-page":"2823","DOI":"10.3390\/ma15082823","article-title":"Machine learning prediction models to evaluate the strength of recycled aggregate concrete","volume":"15","author":"Yuan","year":"2022","journal-title":"Materials"},{"key":"10.1016\/j.isci.2026.117559_bib126","series-title":"Current Ideas on Concrete Technology","author":"L\u2019Hermite","year":"1955"},{"key":"10.1016\/j.isci.2026.117559_bib127","article-title":"Compressive strength of concrete with recycled aggregate; a machine learning-based evaluation","volume":"3","author":"Dabiri","year":"2022","journal-title":"Clean. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib128","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Mach. Learn."},{"key":"10.1016\/j.isci.2026.117559_bib129","doi-asserted-by":"crossref","first-page":"1189","DOI":"10.1214\/aos\/1013203451","article-title":"Greedy function approximation: a gradient boosting machine","volume":"29","author":"Friedman","year":"2001","journal-title":"Ann. Stat."},{"key":"10.1016\/j.isci.2026.117559_bib130","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2023\/5076429","article-title":"Accuracy prediction of compressive strength of concrete incorporating recycled aggregate using ensemble learning algorithms: multinational dataset","volume":"2023","author":"Phoeuk","year":"2023","journal-title":"Adv. Civ. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib131","doi-asserted-by":"crossref","first-page":"5273","DOI":"10.1007\/s40808-024-02063-7","article-title":"Comparative analysis of intelligent models for predicting compressive strength in recycled aggregate concrete","volume":"10","author":"Ahmed","year":"2024","journal-title":"Model. Earth Syst. Environ."},{"key":"10.1016\/j.isci.2026.117559_bib132","article-title":"Catboost: unbiased boosting with categorical features","volume":"31","author":"Prokhorenkova","year":"2018","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"10.1016\/j.isci.2026.117559_bib133","article-title":"Machine learning approach for investigating compressive strength of self-compacting concrete containing supplementary cementitious materials and recycled aggregate","volume":"79","author":"Huang","year":"2023","journal-title":"J. Build. Eng."},{"key":"10.1016\/j.isci.2026.117559_bib134","doi-asserted-by":"crossref","first-page":"5999","DOI":"10.1080\/15376494.2023.2224782","article-title":"Lgbm-based modeling scenarios to compressive strength of recycled aggregate concrete with shap analysis","volume":"31","author":"Xi","year":"2024","journal-title":"Mech. Adv. Mat. Struct."},{"key":"10.1016\/j.isci.2026.117559_bib135","article-title":"Lightgbm: A highly efficient gradient boosting decision tree","volume":"30","author":"Ke","year":"2017","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"10.1016\/j.isci.2026.117559_bib136","doi-asserted-by":"crossref","DOI":"10.1155\/2022\/5433474","article-title":"Compressive strength prediction using coupled deep learning model with extreme gradient boosting algorithm: environmentally friendly concrete incorporating recycled aggregate","volume":"2022","author":"Falah","year":"2022","journal-title":"Complexity"},{"key":"10.1016\/j.isci.2026.117559_bib137","series-title":"Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining, San Francisco, CA, USA","article-title":"Xgboost: A scalable tree boosting system","author":"Chen","year":"2016"},{"key":"10.1016\/j.isci.2026.117559_bib138","doi-asserted-by":"crossref","DOI":"10.1016\/j.conbuildmat.2022.126578","article-title":"Evaluating compressive strength of concrete made with recycled concrete aggregates using machine learning approach","volume":"323","author":"Quan Tran","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"10.1016\/j.isci.2026.117559_bib139","doi-asserted-by":"crossref","first-page":"5731","DOI":"10.1007\/s41939-024-00550-z","article-title":"Novel models based on support vector regression to predict the compressive strength of concrete with recycled aggregate","volume":"7","author":"Yao","year":"2024","journal-title":"Multiscale and Multidiscip. Model. Exp. and Des."},{"key":"10.1016\/j.isci.2026.117559_bib140","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1023\/B:STCO.0000035301.49549.88","article-title":"A tutorial on support vector regression","volume":"14","author":"Smola","year":"2004","journal-title":"Stat. Comput."},{"key":"10.1016\/j.isci.2026.117559_bib141","series-title":"Neural Networks: A Comprehensive Foundation","author":"Haykin","year":"1998"}],"container-title":["iScience"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S258900422602938X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S258900422602938X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,11,10]],"date-time":"2026-11-10T21:50:01Z","timestamp":1794347401000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S258900422602938X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,10]]},"references-count":141,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2026,10]]}},"alternative-id":["S258900422602938X"],"URL":"https:\/\/doi.org\/10.1016\/j.isci.2026.117559","relation":{},"ISSN":["2589-0042"],"issn-type":[{"value":"2589-0042","type":"print"}],"subject":[],"published":{"date-parts":[[2026,10]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Assessing machine learning prediction of recycled aggregate concrete strength with a tabular foundation model","name":"articletitle","label":"Article Title"},{"value":"iScience","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.isci.2026.117559","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier Inc.","name":"copyright","label":"Copyright"}],"article-number":"117559"}}