{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T03:38:34Z","timestamp":1775705914274,"version":"3.50.1"},"reference-count":246,"publisher":"MDPI AG","issue":"18","license":[{"start":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T00:00:00Z","timestamp":1758240000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Brazilian Federal Agency for Support and Evaluation of Graduate Education\u2014CAPES","award":["Finance Code 001"],"award-info":[{"award-number":["Finance Code 001"]}]},{"name":"Brazilian Federal Agency for Support and Evaluation of Graduate Education\u2014CAPES","award":["UID\/04427\/2023"],"award-info":[{"award-number":["UID\/04427\/2023"]}]},{"name":"Research Center for Territory, Transports, and Environment\u2014CITTA","award":["Finance Code 001"],"award-info":[{"award-number":["Finance Code 001"]}]},{"name":"Research Center for Territory, Transports, and Environment\u2014CITTA","award":["UID\/04427\/2023"],"award-info":[{"award-number":["UID\/04427\/2023"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Applied Sciences"],"abstract":"<jats:p>This study compiled a dataset of published works relating to fatigue testing in asphalt mixes, covering 2020\u20132025. The dataset was subjected to bibliometric and textual analyses, including a systematic review, to explore emerging trends and patterns in experimental protocols. Bibliometrix, VOSviewer, and IRaMuTeQ were employed to map the scientific landscape of 368 articles. Following PRISMA guidelines, the 100 most-cited articles were reviewed to identify prevailing test setups and parameters. The results showed a growing scientific production (9.1% per year), concentrated in a few high-impact journals and dominated by China, with emphasis on sustainability. A comparison between scientific output and a road quality index revealed a disconnect between academic research and field implementation. Five thematic clusters emerged: sustainable pavement management, mechanical characterization, binder modification, performance modeling, and evaluation of innovative materials. Indirect tensile and four-point bending tests were the most common loading modes. Considerable variability in protocols, frequent omissions of methodological details, and limited statistical treatment were also observed. The study highlighted the importance of standardized reporting and robust analysis, offering a reproducible framework to understand fatigue behavior and support future research.<\/jats:p>","DOI":"10.3390\/app151810220","type":"journal-article","created":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T12:33:32Z","timestamp":1758285212000},"page":"10220","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Fatigue Testing in Asphalt Mixes: Emerging Trends and Findings from an Integrated Literature Review"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9858-2584","authenticated-orcid":false,"given":"Jess\u00e9","family":"Valente de Liz","sequence":"first","affiliation":[{"name":"Department of Civil Engineering, Federal University of Santa Catarina, Florian\u00f3polis 88037-000, Santa Catarina, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2212-8163","authenticated-orcid":false,"given":"Breno","family":"Salgado Barra","sequence":"additional","affiliation":[{"name":"Department of Mobility Engineering, Federal University of Santa Catarina, Joinville 89219-600, Santa Catarina, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5348-8420","authenticated-orcid":false,"given":"Alexandre","family":"Mikowski","sequence":"additional","affiliation":[{"name":"Department of Mobility Engineering, Federal University of Santa Catarina, Joinville 89219-600, Santa Catarina, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4739-8493","authenticated-orcid":false,"given":"Gary B.","family":"Hughes","sequence":"additional","affiliation":[{"name":"Department of Physics, University of California, Santa Barbara, CA 93106, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1681-0759","authenticated-orcid":false,"given":"Adelino","family":"Ferreira","sequence":"additional","affiliation":[{"name":"Research Center for Territory, Transports and Environment (CITTA), Department of Civil Engineering, University of Coimbra, 3030-790 Coimbra, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2025,9,19]]},"reference":[{"key":"ref_1","unstructured":"Hveem, F.N. (1955). Pavement Deflections and Fatigue Failures, Highway Research Board. Technical Report 114."},{"key":"ref_2","unstructured":"Huang, Y.H. (2004). Pavement Analysis and Design, Pearson Prentice Hall."},{"key":"ref_3","doi-asserted-by":"crossref","unstructured":"Little, D.N., Allen, D.H., and Bhasin, A. (2018). Failure mechanisms and methods to estimate material resistance to failure. Modeling and Design of Flexible Pavements and Materials, Springer International Publishing.","DOI":"10.1007\/978-3-319-58443-0_8"},{"key":"ref_4","first-page":"202","article-title":"Fatigue of bituminous mixtures","volume":"37","author":"Baaj","year":"2004","journal-title":"Mater. Struct."},{"key":"ref_5","unstructured":"Bodin, D. (2002). Modele D\u2019endommagement Cyclique: Application \u00e0 la Fatigue des Enrob\u00e9s Bitumineux. [Doctoral Thesis, \u00c9cole Centrale de Nantes (ECN)\/Universit\u00e9 de Nantes]."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"902","DOI":"10.1139\/l03-067","article-title":"\u00c9valuation de la r\u00e9sistance \u00e0 la fatigue des enrob\u00e9s bitumineux fond\u00e9e sur l\u2019\u00e9volution de l\u2019endommagement du mat\u00e9riau en cours d\u2019essai: Aspects fondamentaux et application \u00e0 l\u2019enrob\u00e9 \u00e0 matrice de pierre","volume":"30","author":"Perraton","year":"2003","journal-title":"Can. J. Civ. Eng."},{"key":"ref_7","unstructured":"(2018). M\u00e9langes Bitumineux\u2014M\u00e9thodes d\u2019essai\u2014Partie 24: R\u00e9sistance \u00e0 la fatigue (Standard No. NF EN 12697-24:2018)."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"927","DOI":"10.1016\/j.conbuildmat.2016.03.126","article-title":"A review of fatigue damage in bituminous mixtures: Understanding the phenomenon from a new perspective","volume":"113","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_9","unstructured":"W\u00f6hler, A. (1870). \u00dcber Die Festigkeitsversuche Mit Eisen Und Stahl, Ernst & Korn."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"903","DOI":"10.1016\/S0142-1123(01)00183-9","article-title":"Investigation of fatigue behaviour of asphalt concrete pavements with fuzzy-logic approach","volume":"24","author":"Tigdemir","year":"2002","journal-title":"Int. J. Fatigue"},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Lee, J., Nam, B., and Abdel-Aty, M. (2015). Effects of pavement surface conditions on traffic crash severity. J. Transp. Eng., 141.","DOI":"10.1061\/(ASCE)TE.1943-5436.0000785"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"1044","DOI":"10.1016\/j.engfracmech.2011.02.007","article-title":"Fatigue crack growth in asphalt and asphalt-interfaces","volume":"78","author":"Tschegg","year":"2011","journal-title":"Eng. Fract. Mech."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"110284","DOI":"10.1016\/j.rser.2020.110284","article-title":"Implementing life cycle cost analysis in road engineering: A critical review on methodological framework choices","volume":"133","author":"Moins","year":"2020","journal-title":"Renew. Sustain. Energy Rev."},{"key":"ref_14","unstructured":"(1994). Conception et Dimensionnement des Structures de Chauss\u00e9e, Service d\u2019\u00e9tudes techniques des routes et autoroutes\u2014SETRA."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"120809","DOI":"10.1016\/j.conbuildmat.2020.120809","article-title":"Design parameters and associated quantitative damage analyses of an asphalt concrete airfield runway","volume":"262","author":"Barra","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_16","unstructured":"Delorme, J.L., De La Roche, C., and Wendling, L. (2007). LPC Bituminous Mixtures Design Guide, The RST Working Group \u201cDesign of Bituminous Mixtures\u201d, Laboratoire Central des Ponts et Chauss\u00e9es\u2014LCPC."},{"key":"ref_17","unstructured":"Tangella, S.C.S.R., Craus, J., Deacon, J.A., and Monismith, C.L. (1990). Summary Report on Fatigue Response of Asphalt Mixtures, TRID. Technical report, Strategic Highway Research Program: California."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/j.jreng.2022.11.002","article-title":"Fatigue test setups and analysis methods for asphalt mixture: A state-of-the-art review","volume":"2","author":"Cheng","year":"2022","journal-title":"J. Road Eng."},{"key":"ref_19","first-page":"808","article-title":"A critical review of the fatigue life prediction of asphalt mixtures and pavements","volume":"9","author":"Sudarsanan","year":"2022","journal-title":"J. Traffic Transp. Eng."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/j.jreng.2022.07.003","article-title":"A review on evaluation of crack resistance of asphalt mixture by semi-circular bending test","volume":"3","author":"Meng","year":"2023","journal-title":"J. Road Eng."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"446","DOI":"10.1016\/j.jreng.2023.05.004","article-title":"Review and prospect of four-point bending fatigue test of asphalt mixture","volume":"4","author":"Meng","year":"2024","journal-title":"J. Road Eng."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"106386","DOI":"10.1016\/j.ijfatigue.2021.106386","article-title":"Effects of actual loading waveforms on the fatigue behaviours of asphalt mixtures","volume":"151","author":"Cheng","year":"2021","journal-title":"Int. J. Fatigue"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"121675","DOI":"10.1016\/j.conbuildmat.2020.121675","article-title":"Fatigue behaviours of asphalt mixture at different temperatures in four-point bending and indirect tensile fatigue tests","volume":"273","author":"Cheng","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"2901","DOI":"10.1617\/s11527-014-0366-8","article-title":"Comparison of the two point bending and four point bending test methods for aged asphalt concrete field samples","volume":"48","author":"Poulikakos","year":"2015","journal-title":"Mater. Struct."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1007\/BF02480666","article-title":"A comparison between bending and diametral fatigue tests for bituminous materials","volume":"33","author":"Khalid","year":"2000","journal-title":"Mater. Struct."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1080\/14680629.2023.2180303","article-title":"Rational relationship between the fatigue curves of asphalt mixes obtained from tension\/compression and 4-point bending tests","volume":"24","author":"Perraton","year":"2023","journal-title":"Road Mater. Pavement Des."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1139\/cjce-2018-0299","article-title":"Evaluation of the effect of deflection waveform on fatigue performance of asphalt mixture in the four point bending beam test","volume":"46","author":"Pintarelli","year":"2019","journal-title":"Can. J. Civ. Eng."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"1773","DOI":"10.1080\/10298436.2020.1724288","article-title":"Critical position of fatigue damage within asphalt pavement considering temperature and strain distribution","volume":"22","author":"Cheng","year":"2020","journal-title":"Int. J. Pavement Eng."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1016\/j.conbuildmat.2016.08.037","article-title":"Temperature implications on rheological-mechanical behavior and design of high modulus dense asphalt mix","volume":"125","author":"Barra","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1016\/j.conbuildmat.2016.03.161","article-title":"Effect of asphalt binder hardness and temperature on fatigue life and complex modulus of hot mixes","volume":"114","author":"Quintero","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.sbspro.2013.11.099","article-title":"Impact of loading frequency on the fatigue behavior of SBS modified asphalt mixtures","volume":"104","author":"Fakhri","year":"2013","journal-title":"Procedia Soc. Behav. Sci."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"712","DOI":"10.1016\/j.conbuildmat.2019.05.029","article-title":"Fatigue damage evolution model of asphalt mixture considering influence of loading frequency","volume":"218","author":"Zhang","year":"2019","journal-title":"Constr. Build. Mater."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1016\/j.conbuildmat.2011.10.003","article-title":"Fatigue behavior of dense asphalt mixes in dry and environmental-conditioning states","volume":"29","author":"Barra","year":"2012","journal-title":"Constr. Build. Mater."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"873","DOI":"10.1061\/(ASCE)TE.1943-5436.0000571","article-title":"Impact of traffic overload on road pavement performance","volume":"139","author":"Pais","year":"2013","journal-title":"J. Transp. Eng."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1070653","DOI":"10.1155\/2018\/1070653","article-title":"Evaluation of pavement performance due to overload single-trip permit truck traffic in Wisconsin","volume":"2018","author":"Titi","year":"2018","journal-title":"Adv. Civ. Eng."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1007\/s44290-025-00263-3","article-title":"Investigating the effect of overloaded vehicles on asphalt pavement: A case study in India","volume":"2","author":"Adigopula","year":"2025","journal-title":"Discov. Civ. Eng."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1007\/s41024-025-00617-5","article-title":"Prediction of cracked area in asphalt pavements: What are the main variables to consider?","volume":"10","author":"Babadopulos","year":"2025","journal-title":"J. Build. Pathol. Rehabil."},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Carlesso, G.C., Trich\u00eas, G., Melo, J.V.S.d., Marcon, M.F., Thives, L.P., and Luz, L.C.d. (2019). Evaluation of rheological behavior, resistance to permanent deformation, and resistance to fatigue of asphalt mixtures modified with nanoclay and SBS polymer. Appl. Sci., 9.","DOI":"10.3390\/app9132697"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"04020504","DOI":"10.1061\/(ASCE)MT.1943-5533.0003611","article-title":"Laboratory investigation for the road performance of asphalt mixtures modified by rock asphalt-styrene butadiene rubber","volume":"33","author":"Liu","year":"2021","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"64","DOI":"10.1080\/10298436.2019.1577421","article-title":"Short- and long-term properties of glass fiber reinforced asphalt mixtures","volume":"22","author":"Enieb","year":"2021","journal-title":"Int. J. Pavement Eng."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"130575","DOI":"10.1016\/j.conbuildmat.2023.130575","article-title":"Influence of polymeric molecular chain structure on the rheological-mechanical behavior of asphalt binders and porous asphalt mixes","volume":"369","author":"Clara","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Demchuk, Y., Gunka, V., Sidun, I., Korchak, B., Donchenko, M., Drapak, I., Poliuzhyn, I., and Pyshyev, S. (2025). Study of Road Bitumen Operational Properties Modified with Phenol\u2013Cresol\u2013Formaldehyde Resin. Resources, 14.","DOI":"10.3390\/resources14060091"},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"Daryaee, D., Ameri, M., and Mansourkhaki, A. (2020). Utilizing of waste polymer modified bitumen in combination with rejuvenator in high reclaimed asphalt pavement mixtures. Constr. Build. Mater., 235.","DOI":"10.1016\/j.conbuildmat.2019.117516"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"126122","DOI":"10.1016\/j.conbuildmat.2021.126122","article-title":"The feasibility of using epoxy asphalt to recycle a mixture containing 100% reclaimed asphalt pavement (RAP)","volume":"319","author":"Yi","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1016\/j.jclepro.2019.06.258","article-title":"Sustainability innovations in transportation infrastructure: An overview of the special volume on sustainable road paving","volume":"235","author":"Hu","year":"2019","journal-title":"J. Clean. Prod."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1007\/s41062-024-01704-1","article-title":"A critical review of fatigue cracking in asphalt concrete pavement: A challenge to pavement durability","volume":"9","author":"Alsheyab","year":"2024","journal-title":"Innov. Infrastruct. Solut."},{"key":"ref_47","unstructured":"United Nations (2025, July 10). Transforming Our World: The 2030 Agenda for Sustainable Development. Available online: https:\/\/sdgs.un.org\/2030agenda."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1038\/s41893-019-0256-8","article-title":"Infrastructure for sustainable development","volume":"2","author":"Thacker","year":"2019","journal-title":"Nat. Sustain."},{"key":"ref_49","unstructured":"Lahlou, S. (1994). L\u2019analyse lexicale. Variances, 13\u201324."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/j.jbusres.2021.04.070","article-title":"How to conduct a bibliometric analysis: An overview and guidelines","volume":"133","author":"Donthu","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"n71","DOI":"10.1136\/bmj.n71","article-title":"The PRISMA 2020 statement: An updated guideline for reporting systematic reviews","volume":"372","author":"Page","year":"2021","journal-title":"BMJ"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"102704","DOI":"10.1016\/j.jobe.2021.102704","article-title":"Circular economy in the building and construction sector: A scientific evolution analysis","volume":"44","author":"Norouzi","year":"2021","journal-title":"J. Build. Eng."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"107724","DOI":"10.1016\/j.jobe.2023.107724","article-title":"The circular economy in the construction and demolition waste management: A comparative analysis in emerging and developed countries","volume":"78","author":"Arroyo","year":"2023","journal-title":"J. Build. Eng."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Lu, Y., Huang, Z., Chen, D., Cheng, B., Wang, D., and Lu, C. (2025). Insight from review articles of life cycle assessment for buildings. Appl. Sci., 15.","DOI":"10.3390\/app15147751"},{"key":"ref_55","doi-asserted-by":"crossref","unstructured":"Abej\u00f3n, R. (2021). Self-healing asphalt: A systematic bibliometric analysis for identification of hot research topics during the 2003\u20132018 period. Materials, 14.","DOI":"10.3390\/ma14030565"},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Jwaida, Z., Dulaimi, A., Mydin, M.A.O., \u00d6zk\u0131l\u0131\u00e7, Y.O., Jaya, R.P., and Ameen, A. (2023). The use of waste polymers in asphalt mixtures: Bibliometric analysis and systematic review. J. Compos. Sci., 7.","DOI":"10.3390\/jcs7100415"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"117370","DOI":"10.1016\/j.conbuildmat.2019.117370","article-title":"Mapping of publications on asphalt pavement and bitumen materials: A bibliometric review","volume":"234","author":"Chang","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"126107","DOI":"10.1016\/j.jclepro.2021.126107","article-title":"Analysis of the scientific evolution of self-healing asphalt pavements: Toward sustainable road materials","volume":"293","author":"Nalbandian","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"P\u00e9rez-Acebo, H., Linares-Unamunzaga, A., Abej\u00f3n, R., and Roj\u00ed, E. (2018). Research trends in pavement management during the first years of the 21st century: A bibliometric analysis during the 2000\u20132013 period. Appl. Sci., 8.","DOI":"10.3390\/app8071041"},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.tra.2020.09.003","article-title":"Transportation systems in the Arctic: A systematic literature review using textometry","volume":"141","author":"Sohier","year":"2020","journal-title":"Transp. Res. Part A Policy Pract."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"102588","DOI":"10.1016\/j.ijdrr.2021.102588","article-title":"Is urban resilience a phenomenon on the rise? A systematic literature review for the years 2019 and 2020 using textometry","volume":"66","author":"Bueno","year":"2021","journal-title":"Int. J. Disaster Risk Reduct."},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Trigo, A., Marta-Costa, A., and Fragoso, R. (2021). Principles of sustainable agriculture: Defining standardized reference points. Sustainability, 13.","DOI":"10.3390\/su13084086"},{"key":"ref_63","doi-asserted-by":"crossref","unstructured":"Aversa, D., Adamashvili, N., Fiore, M., and Spada, A. (2022). Scoping review (SR) via text data mining on water scarcity and climate change. Sustainability, 15.","DOI":"10.3390\/su15010070"},{"key":"ref_64","doi-asserted-by":"crossref","unstructured":"Frankowska, M., B\u0142o\u0144ski, K., Ma\u0144kowska, M., and Rzeczycki, A. (2022). Research on the concept of hydrogen supply chains and power grids powered by renewable energy sources: A scoping review with the use of text mining. Energies, 15.","DOI":"10.3390\/en15030866"},{"key":"ref_65","first-page":"100322","article-title":"Education for advancing the implementation of the Sustainable Development Goals: A systematic approach","volume":"17","author":"Avelar","year":"2019","journal-title":"Int. J. Manag. Educ."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"513","DOI":"10.9788\/TP2013.2-16","article-title":"IRAMUTEQ: Um software gratuito para an\u00e1lise de dados textuais","volume":"21","author":"Camargo","year":"2013","journal-title":"Temas Psicol."},{"key":"ref_67","first-page":"e03353","article-title":"The use of IRAMUTEQ software for data analysis in qualitative research","volume":"52","author":"Souza","year":"2018","journal-title":"Rev. Esc. Enferm. Usp"},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1177\/09716858231154401","article-title":"Spiritual leadership and organizational commitment: A 21-year systematic literature review","volume":"29","author":"Lahmar","year":"2023","journal-title":"J. Hum. Values"},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.tranpol.2018.11.011","article-title":"Port marketing from a multidisciplinary perspective: A systematic literature review and lexicometric analysis","volume":"84","author":"Hofmann","year":"2019","journal-title":"Transp. Policy"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1108\/JMTM-01-2021-0007","article-title":"Perspectives on the evolution of a fabrication laboratory in an emerging country: A comparative lexicometric study of European FabLabs","volume":"33","author":"Rejeb","year":"2021","journal-title":"J. Manuf. Technol. Manag."},{"key":"ref_71","doi-asserted-by":"crossref","unstructured":"Herrera, R.F., S\u00e1nchez, O., Casta\u00f1eda, K., and Porras, H. (2020). Cost overrun causative factors in road infrastructure projects: A frequency and importance analysis. Appl. Sci., 10.","DOI":"10.3390\/app10165506"},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1080\/14680629.2024.2349021","article-title":"A systematic review of geo-polymer stabilised reclaimed asphalt pavement (RAP) as a base layer of pavement","volume":"26","author":"Panda","year":"2024","journal-title":"Road Mater. Pavement Des."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1080\/14680629.2024.2373222","article-title":"Artificial intelligence techniques for pavement performance prediction: A systematic review","volume":"26","author":"Kang","year":"2024","journal-title":"Road Mater. Pavement Des."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"133441","DOI":"10.1016\/j.conbuildmat.2023.133441","article-title":"Incorporation of plastic waste into road pavements: A systematic literature review on the fatigue and rutting performances","volume":"407","author":"Cardoso","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_75","first-page":"285","article-title":"Three-dimensional thermo-viscoplastic behaviour of bituminous materials: The DBN model","volume":"8","author":"Mondher","year":"2007","journal-title":"Road Mater. Pavement Des."},{"key":"ref_76","unstructured":"De La Roche, C., Charrier, J., Marsac, P., and Moliard, J.M. (2001). Evaluation de l\u2019endommagement par fatigue des enrobes bitumineux. Apports de la thermographie infrarouge. Bull. Lab. Ponts Chaussees, 19\u201328. Available online: https:\/\/hal.science\/hal-05163844\/."},{"key":"ref_77","unstructured":"Di Benedetto, H. (1990). Nouvelle approche du comportement des enrob\u00e9s bitumineux: R\u00e9sultats exp\u00e9rimentaux et formulation rh\u00e9ologique. RILEM Ens\u00e1yos Mec. Mezclas Asf., 387\u2013401. Available online: https:\/\/www.scirp.org\/reference\/referencespapers?referenceid=3520478."},{"key":"ref_78","doi-asserted-by":"crossref","unstructured":"Anderson, T.L. (2005). Fracture Mechanics: Fundamentals and Applications, CRC Press.","DOI":"10.1201\/9781420058215"},{"key":"ref_79","unstructured":"Doan, T.H. (1976). Les \u00e9tudes de fatigue des enrob\u00e9s bitumineux au LCPC. Bull. Liaison Lab. Ponts Chauss\u00e9es, Available online: https:\/\/trid.trb.org\/view\/1068631."},{"key":"ref_80","unstructured":"Huet, C. (1963). \u00c9tude Par Une m\u00e9Thode D\u2019imp\u00e9dance du Comportement visco\u00e9Lastique des Materiaux Hydrocarbon\u00e9s. [Ph.D. Thesis, Facult\u00e9 des Sciences de l\u2019Universit\u00e9 de Paris]."},{"key":"ref_81","unstructured":"Sayegh, G. (1965). Contribution \u00e0 L\u2019\u00e9tude des Propri\u00e9t\u00e9s Visco\u00e9lastiques des Bitumes Purs et des b\u00e9Tons Bitumineux. [Ph.D. Thesis, Facult\u00e9 des Sciences de Paris]."},{"key":"ref_82","unstructured":"Di Benedetto, H., and de La Roche, C. (1998). State of the art on stiffness modulus and fatigue of bituminous mixtures. Rilem Rep., 137\u2013180. Available online: https:\/\/www.scirp.org\/reference\/referencespapers?referenceid=1543347."},{"key":"ref_83","unstructured":"De La Roche, C. (1996). Module de Rigidit\u00e9 et Comportement en Fatigue des Enrob\u00e9s Bitumineux: Exp\u00e9rimentations et Nouvelles Perspectives D\u2019analyse. [Ph.D. Thesis, Ch\u00e2tenay-Malabry, \u00c9cole centrale de Paris]."},{"key":"ref_84","first-page":"559","article-title":"Time-temperature superposition principle for asphalt concrete with growing damage in tension state","volume":"71","author":"Chehab","year":"2002","journal-title":"J. Assoc. Asph. Paving Technol."},{"key":"ref_85","doi-asserted-by":"crossref","unstructured":"Domec, V. (2005). Endommagement par Fatigue des Enrob\u00e9s Bitumineux en Condition de Trafic Simul\u00e9 et de Temp\u00e9rature. [Ph.D. Thesis, University of Bordeaux 1].","DOI":"10.1080\/17747120.2005.9692761"},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1061\/(ASCE)0899-1561(2002)14:6(461)","article-title":"Characterization of microdamage and healing of asphalt concrete mixtures","volume":"14","author":"Si","year":"2002","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"117694","DOI":"10.1016\/j.conbuildmat.2019.117694","article-title":"Investigation on mechanical performance of porous asphalt mixtures treated with laboratory aging and moisture actions","volume":"238","author":"Wu","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"155012","DOI":"10.1016\/j.apsusc.2022.155012","article-title":"Void distribution, interfacial adhesion and anti-cracking mechanisms of cold recycled asphalt mixture based on AFM and X-ray CT","volume":"606","author":"Yao","year":"2022","journal-title":"Appl. Surf. Sci."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"117694","DOI":"10.1016\/j.conbuildmat.2020.120220","article-title":"Effect of aggregate morphologies and compaction methods on the skeleton structures in asphalt mixtures","volume":"263","author":"Wang","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1016\/j.engfracmech.2013.07.003","article-title":"Using notched semi circular bending fatigue test to characterize fracture resistance of asphalt mixtures","volume":"109","author":"Huang","year":"2013","journal-title":"Eng. Fract. Mech."},{"key":"ref_91","unstructured":"Braham, A., and Underwood, B.S. (2016). State of the Art and Practice in Fatigue Cracking Evaluation of Asphalt Concrete Pavements, Association of Asphalt Paving Technologists."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/S0142-1123(96)00066-7","article-title":"Prediction of fatigue life of asphalt concrete beams","volume":"19","author":"Liang","year":"1997","journal-title":"Int. J. Fatigue"},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"113","DOI":"10.3141\/1832-14","article-title":"Considering material heterogeneity in crack modeling of asphaltic mixtures","volume":"1832","author":"Soares","year":"2003","journal-title":"Transp. Res. Rec."},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"552","DOI":"10.1061\/(ASCE)0899-1561(2008)20:8(552)","article-title":"Simulation of fracture behavior in asphalt concrete using a heterogeneous cohesive zone discrete element model","volume":"20","author":"Kim","year":"2008","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1080\/10298430902730521","article-title":"The heterogeneity and mechanical response of hot mix asphalt laboratory specimens","volume":"11","author":"Thyagarajan","year":"2010","journal-title":"Int. J. Pavement Eng."},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"04014052","DOI":"10.1061\/(ASCE)MT.1943-5533.0000949","article-title":"Heterogeneous finite-element modeling of the dynamic complex modulus test of asphalt mixture using X-ray computed tomography","volume":"26","author":"Ying","year":"2014","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_97","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.ijfatigue.2015.05.008","article-title":"Fatigue and healing properties of nano-reinforced bituminous binders","volume":"80","author":"Santagata","year":"2015","journal-title":"Int. J. Fatigue"},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1016\/j.conbuildmat.2015.05.108","article-title":"Studying the effect of microstructural properties on the mechanical degradation of asphalt mixtures","volume":"93","author":"Castillo","year":"2015","journal-title":"Constr. Build. Mater."},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/14680629.2016.1138880","article-title":"Modelling moisture-mechanical damage in asphalt mixtures using random microstructures and a continuum damage formulation","volume":"18","author":"Castillo","year":"2017","journal-title":"Road Mater. Pavement Des."},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"659","DOI":"10.1080\/10298436.2017.1321420","article-title":"Probabilistic characterisation of damage characteristic curve of asphalt concrete mixtures","volume":"20","author":"Singh","year":"2017","journal-title":"Int. J. Pavement Eng."},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1080\/10298436.2017.1334461","article-title":"Influence of material heterogeneity in the fracture of asphalt mixtures","volume":"20","author":"Wills","year":"2019","journal-title":"Int. J. Pavement Eng."},{"key":"ref_102","doi-asserted-by":"crossref","unstructured":"Cardona, D.R., Pouget, S., Di Benedetto, H., and Olard, F. (2021). Influence of air void content and loading frequency on fatigue test results of bituminous mixtures. J. Transp. Eng. Part B Pavements, 147.","DOI":"10.1061\/JPEODX.0000291"},{"key":"ref_103","unstructured":"(2008). Evaluation of Measurement Data\u2014Guide to the Expression of Uncertainty in Measurement (Standard No. JCGM 100:2008)."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"140608","DOI":"10.1016\/j.conbuildmat.2025.140608","article-title":"Methodology for analyzing the propagation of uncertainty in the mechanical properties of rectangular cross-section specimens under three-point bending tests","volume":"471","author":"Liz","year":"2025","journal-title":"Constr. Build. Mater."},{"key":"ref_105","doi-asserted-by":"crossref","first-page":"123156","DOI":"10.1016\/j.conbuildmat.2021.123156","article-title":"Methodology for error propagation analysis of the complex stiffness modulus of asphalt mixes","volume":"290","author":"Mikowski","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_106","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1007\/s13538-022-01110-x","article-title":"Weightings on the propagation of errors in the Vickers hardness parameters","volume":"52","author":"Gontarski","year":"2022","journal-title":"Braz. J. Phys."},{"key":"ref_107","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1162\/qss_a_00019","article-title":"Scopus as a curated, high-quality bibliometric data source for academic research in quantitative science studies","volume":"1","author":"Baas","year":"2020","journal-title":"Quant. Sci. Stud."},{"key":"ref_108","doi-asserted-by":"crossref","unstructured":"Pranckut\u0117, R. (2021). Web of Science (WoS) and Scopus: The titans of bibliographic information in today\u2019s academic world. Publications, 9.","DOI":"10.3390\/publications9010012"},{"key":"ref_109","doi-asserted-by":"crossref","unstructured":"Tamagusko, T., and Ferreira, A. (2023). Machine learning for prediction of the international roughness index on flexible pavements: A review, challenges, and future directions. Infrastructures, 8.","DOI":"10.3390\/infrastructures8120170"},{"key":"ref_110","unstructured":"Elsevier (2025, May 05). Scopus Content Coverage Guide. Available online: https:\/\/www.elsevier.com\/products\/scopus\/content#0-content-coverage."},{"key":"ref_111","doi-asserted-by":"crossref","unstructured":"Tamagusko, T., Correia, M.G., and Ferreira, A. (2024). Machine learning applications in road pavement management: A review, challenges and future directions. Infrastructures, 9.","DOI":"10.3390\/infrastructures9120213"},{"key":"ref_112","doi-asserted-by":"crossref","unstructured":"Vaz, I.C.M., Antunes, L.N., Ghisi, E., and Thives, L.P. (2024). Life cycle assessment of pervious pavements: Integrative review and novel ideas of analysis. Water, 16.","DOI":"10.3390\/w16101403"},{"key":"ref_113","doi-asserted-by":"crossref","first-page":"1014","DOI":"10.3390\/encyclopedia4020065","article-title":"Bibliometric analysis: The main steps","volume":"4","author":"Passas","year":"2024","journal-title":"Encyclopedia"},{"key":"ref_114","doi-asserted-by":"crossref","unstructured":"Chigbu, U.E., Atiku, S.O., and Du Plessis, C.C. (2023). The science of literature reviews: Searching, identifying, selecting, and synthesising. Publications, 11.","DOI":"10.3390\/publications11010002"},{"key":"ref_115","doi-asserted-by":"crossref","first-page":"159","DOI":"10.3152\/147154403781776645","article-title":"Characteristics of highly cited papers","volume":"12","author":"Aksnes","year":"2003","journal-title":"Res. Eval."},{"key":"ref_116","doi-asserted-by":"crossref","first-page":"1307","DOI":"10.1002\/qre.2797","article-title":"Reliability-based fault analysis models with industrial applications: A systematic literature review","volume":"37","author":"Ahmed","year":"2020","journal-title":"Qual. Reliab. Eng. Int."},{"key":"ref_117","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1186\/s40594-022-00389-1","article-title":"A systematic review of high impact empirical studies in STEM education","volume":"9","author":"Li","year":"2022","journal-title":"Int. J. Stem Educ."},{"key":"ref_118","first-page":"959","article-title":"bibliometrix: An R-tool for comprehensive science mapping analysis","volume":"11","author":"Aria","year":"2017","journal-title":"J. Inf."},{"key":"ref_119","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1007\/s11192-009-0146-3","article-title":"Software survey: VOSviewer, a computer program for bibliometric mapping","volume":"84","author":"Waltman","year":"2010","journal-title":"Scientometrics"},{"key":"ref_120","doi-asserted-by":"crossref","first-page":"114760","DOI":"10.1016\/j.jbusres.2024.114760","article-title":"How to combine and clean bibliometric data and use bibliometric tools synergistically: Guidelines using metaverse research","volume":"182","author":"Lim","year":"2024","journal-title":"J. Bus. Res."},{"key":"ref_121","doi-asserted-by":"crossref","first-page":"106876","DOI":"10.1016\/j.jobe.2023.106876","article-title":"Maintenance in airport infrastructure: A bibliometric analysis and future research directions","volume":"76","author":"Lahna","year":"2023","journal-title":"J. Build. Eng."},{"key":"ref_122","doi-asserted-by":"crossref","first-page":"106788","DOI":"10.1016\/j.jobe.2023.106788","article-title":"Integrated practices in the architecture, engineering, and construction industry: Current scope and pathway towards Industry 5.0","volume":"73","author":"Ikudayisi","year":"2023","journal-title":"J. Build. Eng."},{"key":"ref_123","doi-asserted-by":"crossref","first-page":"135586","DOI":"10.1016\/j.conbuildmat.2024.135586","article-title":"Geopolymer and alkali-activated permeable concrete pavements: Bibliometrics and systematic current state of the art review, applications, and perspectives","volume":"421","author":"Marathe","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_124","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1016\/j.jreng.2022.10.001","article-title":"Application and circular economy prospects of palm oil waste for eco-friendly asphalt pavement industry: A review","volume":"2","author":"Sutanto","year":"2022","journal-title":"J. Road Eng."},{"key":"ref_125","doi-asserted-by":"crossref","unstructured":"Pinheiro, C., Landi, S., Lima, O., Ribas, L., Hammes, N., Segundo, I.R., Homem, N.C., Branco, V.C., Freitas, E., and Costa, M.F. (2023). Advancements in phase change materials in asphalt pavements for mitigation of urban heat island effect: Bibliometric analysis and systematic review. Sensors, 23.","DOI":"10.3390\/s23187741"},{"key":"ref_126","unstructured":"Ratinaud, P. (2025, July 10). IRaMuTeQ: Interface de R pour les Analyses Multidimensionnelles de Textes et de Questionnaires. Available online: http:\/\/www.iramuteq.org\/."},{"key":"ref_127","unstructured":"Camargo, B.V., and Justo, A.M. (2021). Tutorial para uso do software de an\u00e1lise textual IRAMUTEQ. Florian\u00f3polis: Univ. Fed. Santa Catarina, 1\u201373. Available online: http:\/\/www.iramuteq.org\/documentation\/fichiers\/Tutorial%20IRaMuTeQ%20em%20portugues_22.11.2021.pdf."},{"key":"ref_128","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1177\/075910639002600103","article-title":"Alceste une m\u00e9thodologie d\u2019analyse des donn\u00e9es textuelles et une application: Aurelia De Gerard De Nerval","volume":"26","author":"Reinert","year":"1990","journal-title":"Bull. Sociol. Methodol. Methodol. Sociol."},{"key":"ref_129","unstructured":"Reinert, M. (1995, January 11\u201313). Quelques aspects du choix des unit\u00e9s d\u2019analyse et de leur contr\u00f4le dans la m\u00e9thode \u201cAlceste\u201d. Proceedings of the JADT 1995: 3. Giornate Internazionali di Analisi Statistica dei Dati Testuali: Consiglio Nazionale Delle Ricerche, Roma, Italy."},{"key":"ref_130","doi-asserted-by":"crossref","first-page":"102640","DOI":"10.1016\/j.cpcardiol.2024.102640","article-title":"Bibliometric analysis: A few suggestions","volume":"49","author":"Hassan","year":"2024","journal-title":"Curr. Probl. Cardiol."},{"key":"ref_131","doi-asserted-by":"crossref","first-page":"953","DOI":"10.1038\/224953a0","article-title":"Bradford\u2019s Law and the bibliography of science","volume":"224","author":"Brookes","year":"1969","journal-title":"Nature"},{"key":"ref_132","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0306-4573(92)90087-G","article-title":"An introduction to informetrics","volume":"28","year":"1992","journal-title":"Inf. Process. Manag."},{"key":"ref_133","doi-asserted-by":"crossref","first-page":"459","DOI":"10.1007\/s12109-020-09736-y","article-title":"CiteScore: Advances, evolution, applications, and limitations","volume":"36","author":"Silva","year":"2020","journal-title":"Publ. Res. Q."},{"key":"ref_134","doi-asserted-by":"crossref","first-page":"797","DOI":"10.1007\/s11192-020-03457-x","article-title":"Correlation between the CiteScore and Journal Impact Factor of top-ranked library and information science journals","volume":"124","author":"Okagbue","year":"2020","journal-title":"Scientometrics"},{"key":"ref_135","unstructured":"Devore, J.L. (2011). Probability and Statistics for Engineering and the Sciences, Brooks\/Cole, Cengage Learning. [8th ed.]."},{"key":"ref_136","doi-asserted-by":"crossref","first-page":"123740","DOI":"10.1016\/j.jclepro.2020.123740","article-title":"Unified characterizing fatigue performance of rubberized asphalt mixtures subjected to different loading modes","volume":"279","author":"Xia","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_137","doi-asserted-by":"crossref","first-page":"129163","DOI":"10.1016\/j.jclepro.2021.129163","article-title":"Quantitative assessment and mechanism analysis of modification approaches for cold recycled mixtures with asphalt emulsion","volume":"323","author":"Dong","year":"2021","journal-title":"J. Clean. Prod."},{"key":"ref_138","doi-asserted-by":"crossref","first-page":"139285","DOI":"10.1016\/j.jclepro.2023.139285","article-title":"Investigation on fracture and fatigue performance of cold recycling emulsified asphalt mixture based on acoustic emission parameters","volume":"428","author":"Liu","year":"2023","journal-title":"J. Clean. Prod."},{"key":"ref_139","doi-asserted-by":"crossref","first-page":"138776","DOI":"10.1016\/j.jclepro.2023.138776","article-title":"Mechanical and internal structural damage evolution in cold recycled mixture under fatigue loading","volume":"423","author":"Yang","year":"2023","journal-title":"J. Clean. Prod."},{"key":"ref_140","doi-asserted-by":"crossref","first-page":"143973","DOI":"10.1016\/j.jclepro.2024.143973","article-title":"Utilization of thermoplastic resin as foamed asphalt modifier in cold recycled mixtures","volume":"478","author":"Song","year":"2024","journal-title":"J. Clean. Prod."},{"key":"ref_141","doi-asserted-by":"crossref","first-page":"143265","DOI":"10.1016\/j.jclepro.2024.143265","article-title":"Optimum moment to heal cracks in asphalt pavement by means of waste carbon fiber-enhanced electromagnetic induction heating during multiple damage-healing cycles","volume":"470","author":"Ye","year":"2024","journal-title":"J. Clean. Prod."},{"key":"ref_142","doi-asserted-by":"crossref","first-page":"130120","DOI":"10.1016\/j.jclepro.2021.130120","article-title":"Effect of laboratory aging on the stiffness and fatigue cracking of asphalt mixture containing bamboo fiber","volume":"333","author":"Jia","year":"2022","journal-title":"J. Clean. Prod."},{"key":"ref_143","first-page":"317","article-title":"The frequency distribution of scientific productivity","volume":"16","author":"Lotka","year":"1926","journal-title":"J. Wash. Acad. Sci."},{"key":"ref_144","unstructured":"World Economic Forum (2019). The Global Competitiveness Report, World Economic Forum."},{"key":"ref_145","first-page":"101565","article-title":"International collaboration leading to high citations: Global impact or home country effect?","volume":"18","author":"Wang","year":"2024","journal-title":"J. Inf."},{"key":"ref_146","doi-asserted-by":"crossref","first-page":"957","DOI":"10.1111\/j.1467-6486.2006.00625.x","article-title":"Co-Authorship in management and organizational studies: An empirical and network analysis*","volume":"43","author":"Acedo","year":"2006","journal-title":"J. Manag. Stud."},{"key":"ref_147","doi-asserted-by":"crossref","first-page":"154","DOI":"10.14295\/transportes.v28i5.2174","article-title":"Reflex\u00f5es sobre um programa de pesquisa cient\u00edfica para a infraestrutura vi\u00e1ria do Brasil","volume":"28","author":"Soares","year":"2020","journal-title":"Transportes"},{"key":"ref_148","doi-asserted-by":"crossref","first-page":"100762","DOI":"10.1016\/j.trgeo.2022.100762","article-title":"Effects of overload and layer interface condition on estimated flexible pavement lifespan: Case study from BR-116\/BA","volume":"34","author":"Santana","year":"2022","journal-title":"Transp. Geotech."},{"key":"ref_149","first-page":"36","article-title":"Impact of sustainable additives on the thickness of the wearing course in flexible pavements: A comparison between design methodologies in Brazil","volume":"9","author":"Azam","year":"2024","journal-title":"Innov. Infrastruct. Solut."},{"key":"ref_150","doi-asserted-by":"crossref","first-page":"e4191","DOI":"10.54033\/cadpedv21n5-209","article-title":"National Pavement Design Method (MeDiNa) applied to rehabilitation and restoration: A literature review","volume":"21","author":"Liz","year":"2024","journal-title":"Cad. Pedag\u00f3Gico"},{"key":"ref_151","doi-asserted-by":"crossref","unstructured":"Fritzen, M.A., da Motta, L.M.G., Ubaldo, M.d.O., Arag\u00e3o, F.T.S., Nascimento, L.A.H.d., and Franco, F.A.C.d.P. (2025). Validation of a transfer function adopted in the Brazilian mechanistic-empirical pavement design guide based on accelerated HVS and real traffic loads. Road Mater. Pavement Des., 1\u201319.","DOI":"10.1080\/14680629.2025.2511237"},{"key":"ref_152","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1111\/jors.12264","article-title":"Government quality and the economic returns of transport infrastructure investment in European regions","volume":"56","author":"Crescenzi","year":"2016","journal-title":"J. Reg. Sci."},{"key":"ref_153","doi-asserted-by":"crossref","first-page":"118043","DOI":"10.1016\/j.conbuildmat.2020.118043","article-title":"Effects of freeze-thaw cycles on fatigue performance of asphalt mixture and development of fatigue-freeze-thaw (FFT) uniform equation","volume":"242","author":"Fan","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_154","doi-asserted-by":"crossref","unstructured":"Tarsi, G., Tataranni, P., and Sangiorgi, C. (2020). The challenges of using reclaimed asphalt pavement for new asphalt mixtures: A review. Materials, 13.","DOI":"10.3390\/ma13184052"},{"key":"ref_155","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1007\/s11528-014-0750-9","article-title":"Get your head into the clouds: Using word clouds for analyzing qualitative assessment data","volume":"58","author":"DePaolo","year":"2014","journal-title":"TechTrends"},{"key":"ref_156","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.ijfatigue.2015.04.004","article-title":"Effects of recycled asphalt pavements on the fatigue life of asphalt under different strain levels and loading frequencies","volume":"78","author":"Mannan","year":"2015","journal-title":"Int. J. Fatigue"},{"key":"ref_157","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.conbuildmat.2018.05.109","article-title":"Normalization of fatigue characteristics for asphalt mixtures under different stress states","volume":"177","author":"Lv","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_158","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1016\/j.ijfatigue.2013.08.011","article-title":"The combined effect of loading frequency, temperature, and stress level on the fatigue life of asphalt paving mixtures using the IDT test configuration","volume":"59","author":"Ghuzlan","year":"2014","journal-title":"Int. J. Fatigue"},{"key":"ref_159","doi-asserted-by":"crossref","first-page":"390","DOI":"10.1016\/j.conbuildmat.2016.03.144","article-title":"Development of the fracture-based flexibility index for asphalt concrete cracking potential using modified semi-circle bending test parameters","volume":"115","author":"Ozer","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_160","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.eurpolymj.2014.02.005","article-title":"Polymer modification of bitumen: Advances and challenges","volume":"54","author":"Zhu","year":"2014","journal-title":"Eur. Polym. J."},{"key":"ref_161","doi-asserted-by":"crossref","first-page":"138427","DOI":"10.1016\/j.conbuildmat.2024.138427","article-title":"Effects of freeze-thaw cycles on fatigue performance of asphalt mixture and a fatigue-freeze-thaw damage evolution model","volume":"449","author":"Zhang","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_162","doi-asserted-by":"crossref","first-page":"803","DOI":"10.1520\/JTE20210204","article-title":"Correlation between stiffness and fatigue behavior at asphalt mastic and asphalt mixture level","volume":"50","author":"Steineder","year":"2021","journal-title":"J. Test. Eval."},{"key":"ref_163","doi-asserted-by":"crossref","first-page":"128072","DOI":"10.1016\/j.conbuildmat.2022.128072","article-title":"Use of iron ore tailings and sediments on pavement structure","volume":"342","author":"Oda","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_164","doi-asserted-by":"crossref","unstructured":"Yang, S., Zhou, Z., and Li, K. (2023). Influence of fiber type and dosage on tensile property of asphalt mixture using direct tensile test. Materials, 16.","DOI":"10.3390\/ma16020822"},{"key":"ref_165","doi-asserted-by":"crossref","first-page":"122456","DOI":"10.1016\/j.conbuildmat.2021.122456","article-title":"Mechanical characterization of warm mix asphalt mixtures made with RAP and Para-fiber additive","volume":"279","author":"Ziari","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_166","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1080\/14680629.2019.1620120","article-title":"Mechanical properties of open graded friction course mixtures with different contents of electric arc furnace steel slag as an alternative aggregate from steel industries","volume":"22","author":"Pattanaik","year":"2019","journal-title":"Road Mater. Pavement Des."},{"key":"ref_167","doi-asserted-by":"crossref","first-page":"119070","DOI":"10.1016\/j.conbuildmat.2020.119070","article-title":"Fatigue-creep damage interaction model of asphalt mixture under the semi-sine cycle loading","volume":"251","author":"Liu","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_168","doi-asserted-by":"crossref","first-page":"119476","DOI":"10.1016\/j.conbuildmat.2020.119476","article-title":"Investigating fatigue life prediction of rubber asphalt mixture based on damage evolution using residual strain analysis approach","volume":"257","author":"Fang","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_169","doi-asserted-by":"crossref","first-page":"116972","DOI":"10.1016\/j.conbuildmat.2019.116972","article-title":"Laboratory investigation of fatigue parameters characteristics of aging asphalt mixtures: A dissipated energy approach","volume":"230","author":"Lv","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_170","doi-asserted-by":"crossref","first-page":"121155","DOI":"10.1016\/j.conbuildmat.2020.121155","article-title":"Effects of basalt fiber coated with different sizing agents on performance and microstructures of asphalt mixture","volume":"266","author":"Lou","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_171","doi-asserted-by":"crossref","first-page":"123373","DOI":"10.1016\/j.conbuildmat.2021.123373","article-title":"Performance evaluation and adaptability optimization of hot mix asphalt reinforced by mixed lengths basalt fibers","volume":"292","author":"Lou","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_172","doi-asserted-by":"crossref","unstructured":"Xia, C., Wu, C., Liu, K., and Jiang, K. (2021). Study on the durability of bamboo fiber asphalt mixture. Materials, 14.","DOI":"10.3390\/ma14071667"},{"key":"ref_173","doi-asserted-by":"crossref","first-page":"118017","DOI":"10.1016\/j.conbuildmat.2020.118017","article-title":"Performance evaluation of new warm mix asphalt and water stability of its mixture based on laboratory tests","volume":"241","author":"Zhang","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_174","doi-asserted-by":"crossref","first-page":"04019358","DOI":"10.1061\/(ASCE)MT.1943-5533.0003015","article-title":"Performance of polyurethane mixtures with skeleton-interlocking structure","volume":"32","author":"Sun","year":"2020","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_175","first-page":"e00836","article-title":"Mechanical behavior of the asphalt wearing surface on an orthotropic steel bridge deck under cyclic loading","volume":"16","author":"Hoang","year":"2022","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_176","doi-asserted-by":"crossref","first-page":"04020183","DOI":"10.1061\/(ASCE)MT.1943-5533.0003246","article-title":"Micromechanical discrete element modeling of asphalt mixture shear fatigue performance","volume":"32","author":"Peng","year":"2020","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_177","doi-asserted-by":"crossref","first-page":"119628","DOI":"10.1016\/j.conbuildmat.2020.119628","article-title":"Evaluation of interlayer stability in asphalt pavements based on shear fatigue property","volume":"258","author":"Yang","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_178","doi-asserted-by":"crossref","first-page":"105356","DOI":"10.1016\/j.ijfatigue.2019.105356","article-title":"Use of acoustic techniques to analyse interlayer shear-torque fatigue test in asphalt mixtures","volume":"131","author":"Ragni","year":"2020","journal-title":"Int. J. Fatigue"},{"key":"ref_179","doi-asserted-by":"crossref","first-page":"04020251","DOI":"10.1061\/(ASCE)MT.1943-5533.0003330","article-title":"Influence of multiple factors on the shear fatigue resistance of asphalt pavement interlayer adhesive materials","volume":"32","author":"Nian","year":"2020","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_180","doi-asserted-by":"crossref","first-page":"119930","DOI":"10.1016\/j.conbuildmat.2020.119930","article-title":"Development of fatigue damage model of asphalt mixtures based on small-scale accelerated pavement test","volume":"260","author":"Lv","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_181","unstructured":"Read, J.M. (1997). Practical fatigue characterisation of bituminous paving mixtures. The Asphalt Yearbook 1997, Institute of Asphalt Technology."},{"key":"ref_182","doi-asserted-by":"crossref","first-page":"121341","DOI":"10.1016\/j.conbuildmat.2020.121341","article-title":"Standardization to evaluate the lasting capacity of rubberized asphalt mixtures with different testing approaches","volume":"269","author":"Lv","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_183","doi-asserted-by":"crossref","first-page":"126002","DOI":"10.1016\/j.conbuildmat.2021.126002","article-title":"Influence of aggregates properties on microstructural properties and mechanical performance of asphalt mixtures","volume":"318","author":"Busang","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_184","doi-asserted-by":"crossref","first-page":"123196","DOI":"10.1016\/j.conbuildmat.2021.123196","article-title":"Effects of bamboo fiber on the mechanical properties of asphalt mixtures","volume":"289","author":"Jia","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_185","doi-asserted-by":"crossref","first-page":"106916","DOI":"10.1016\/j.jobe.2023.106916","article-title":"Linear viscoelastic properties and fatigue S-VECD based evaluation of polymer-modified asphalt mixtures","volume":"75","author":"Queiroz","year":"2023","journal-title":"J. Build. Eng."},{"key":"ref_186","doi-asserted-by":"crossref","first-page":"117199","DOI":"10.1016\/j.conbuildmat.2019.117199","article-title":"A dissipated pseudo strain energy-based failure criterion for thermal cracking and its verification using thermal stress restrained specimen tests","volume":"233","author":"Keshavarzi","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_187","doi-asserted-by":"crossref","first-page":"1070","DOI":"10.1080\/10298436.2020.1788030","article-title":"Asphalt pavement design optimisation: A case study using viscoelastic continuum damage theory","volume":"23","author":"Bueno","year":"2020","journal-title":"Int. J. Pavement Eng."},{"key":"ref_188","doi-asserted-by":"crossref","first-page":"123564","DOI":"10.1016\/j.conbuildmat.2021.123564","article-title":"Effect of time\u2013temperature, strain level and cyclic loading on the complex Poisson\u2019s ratio of asphalt mixtures","volume":"294","author":"Nguyen","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_189","doi-asserted-by":"crossref","first-page":"74","DOI":"10.3141\/2631-09","article-title":"Evaluation of Small Specimen Geometries for Asphalt Mixture Performance Testing and Pavement Performance Prediction","volume":"2631","author":"Lee","year":"2017","journal-title":"Transp. Res. Rec. J. Transp. Res. Board"},{"key":"ref_190","doi-asserted-by":"crossref","first-page":"438","DOI":"10.1177\/0361198118790845","article-title":"Optimization of the Laboratory Fabrication of Small Specimens for Asphalt Mixture Performance Testing","volume":"2672","author":"Pape","year":"2018","journal-title":"Transp. Res. Rec. J. Transp. Res. Board"},{"key":"ref_191","doi-asserted-by":"crossref","first-page":"36","DOI":"10.3141\/2296-04","article-title":"Simplified Viscoelastic Continuum Damage Model as Platform for Asphalt Concrete Fatigue Analysis","volume":"2296","author":"Underwood","year":"2012","journal-title":"Transp. Res. Rec. J. Transp. Res. Board"},{"key":"ref_192","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1016\/j.conbuildmat.2016.06.089","article-title":"A viscoelastic-based model for predicting the strength of asphalt concrete in direct tension","volume":"122","author":"Keshavarzi","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_193","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1177\/0361198118756873","article-title":"Fatigue Performance Prediction of Asphalt Pavements with FlexPAVETM, the S-VECD Model, and DR Failure Criterion","volume":"2672","author":"Wang","year":"2018","journal-title":"Transp. Res. Rec. J. Transp. Res. Board"},{"key":"ref_194","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.conbuildmat.2015.12.046","article-title":"Fracture properties of asphalt mixtures using semi-circular bending test: A state-of-the-art review and future research","volume":"105","author":"Saha","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_195","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1080\/14680629.2018.1418722","article-title":"Comparison of low-temperature fracture and strength properties of asphalt mixture obtained from IDT and SCB under different testing configurations","volume":"19","author":"Falchetto","year":"2018","journal-title":"Road Mater. Pavement Des."},{"key":"ref_196","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1016\/j.conbuildmat.2017.11.019","article-title":"Evaluation of pavement performance for reclaimed asphalt materials in different layers","volume":"159","author":"Gao","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_197","doi-asserted-by":"crossref","first-page":"996","DOI":"10.1016\/j.conbuildmat.2017.10.100","article-title":"Research on the fatigue equation of asphalt mixtures based on actual stress ratio using semi-circular bending test","volume":"158","author":"Jiang","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_198","doi-asserted-by":"crossref","first-page":"126603","DOI":"10.1016\/j.conbuildmat.2022.126603","article-title":"Research on fatigue performance of composite crumb rubber modified asphalt mixture under freeze thaw cycles","volume":"323","author":"Guo","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_199","doi-asserted-by":"crossref","first-page":"127799","DOI":"10.1016\/j.conbuildmat.2022.127799","article-title":"Effect of freeze-thaw cycles on the pavement performance of SBS modified and composite crumb rubber modified asphalt mixtures","volume":"342","author":"Cui","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_200","doi-asserted-by":"crossref","first-page":"103130","DOI":"10.1016\/j.tafmec.2021.103130","article-title":"Characterisation of cracking resistance in modified hot mix asphalt under repeated loading using digital image analysis","volume":"116","author":"Radeef","year":"2021","journal-title":"Theor. Appl. Fract. Mech."},{"key":"ref_201","doi-asserted-by":"crossref","first-page":"127973","DOI":"10.1016\/j.conbuildmat.2022.127973","article-title":"Microwave heating mechanism and self-healing performance of asphalt mixture with basalt and limestone aggregates","volume":"342","author":"Wang","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_202","doi-asserted-by":"crossref","first-page":"117370","DOI":"10.1061\/(ASCE)MT.1943-5533.0004113","article-title":"Assessment on steel slag\u2013based SMA-5 and AC-5 asphalt mixtures for maintenance and induction heating","volume":"34","author":"Wan","year":"2022","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_203","doi-asserted-by":"crossref","unstructured":"Wang, S., Zhou, H., Chen, X., Gong, M., Hong, J., and Shi, X. (2021). Fatigue resistance and cracking mechanism of semi-flexible pavement mixture. Materials, 14.","DOI":"10.3390\/ma14185277"},{"key":"ref_204","doi-asserted-by":"crossref","first-page":"128643","DOI":"10.1016\/j.conbuildmat.2022.128643","article-title":"Wavelet and fractal analysis of acoustic emission characteristic of fatigue damage of asphalt mixtures","volume":"349","author":"Xu","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_205","doi-asserted-by":"crossref","first-page":"127154","DOI":"10.1016\/j.conbuildmat.2022.127154","article-title":"Application and validation of fly ash based geopolymer mortar as grouting material in porous asphalt concrete","volume":"332","author":"Bai","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_206","first-page":"316","article-title":"Main flexible pavement and mix design methods in Europe and challenges for the development of an European method","volume":"4","author":"Pereira","year":"2017","journal-title":"J. Traffic Transp. Eng."},{"key":"ref_207","doi-asserted-by":"crossref","unstructured":"Hughes, G.B. (2017). Frequency-Domain Analysis with DFTs, Society of Photo-Optical Instrumentation Engineers.","DOI":"10.1117\/3.2300714"},{"key":"ref_208","first-page":"e13130","article-title":"A new dynamic apparatus for asphalt mix fatigue and stiffness modulus: Development, validation and numerical simulations","volume":"27","author":"Barra","year":"2022","journal-title":"Mat\u00e9ria"},{"key":"ref_209","doi-asserted-by":"crossref","unstructured":"Margaritis, A., Jacobs, G., Pipintakos, G., Blom, J., and Van den bergh, W. (2020). Fatigue resistance of bituminous mixtures and mortars containing high reclaimed asphalt content. Materials, 13.","DOI":"10.3390\/ma13245680"},{"key":"ref_210","doi-asserted-by":"crossref","first-page":"105453","DOI":"10.1016\/j.ijfatigue.2019.105453","article-title":"Damage analysis four-point bending fatigue tests on stone matrix asphalt using dissipated energy approaches","volume":"133","author":"Zou","year":"2020","journal-title":"Int. J. Fatigue"},{"key":"ref_211","doi-asserted-by":"crossref","first-page":"129242","DOI":"10.1016\/j.conbuildmat.2022.129242","article-title":"Fatigue damage evolution in asphalt mixture based on X-ray CT images","volume":"358","author":"Shan","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_212","unstructured":"Porter, B.W., and Kennedy, T.W. (1975). Comparison of Fatique Test Methods for Asphalt Materials, Technical report; University of Texas at Austin."},{"key":"ref_213","unstructured":"(2017). Standard Method of Test for Determining the Fatigue Life of Compacted Asphalt Mixtures Subjected to Repeated Flexural Bending (Standard No. AASHTO T 321-17)."},{"key":"ref_214","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1080\/10298436.2018.1492132","article-title":"Fatigue life and rutting performance modelling of nanosilica\/polymer composite modified asphalt mixtures using Weibull distribution","volume":"21","author":"Bala","year":"2018","journal-title":"Int. J. Pavement Eng."},{"key":"ref_215","doi-asserted-by":"crossref","first-page":"1309","DOI":"10.1080\/10298436.2018.1542694","article-title":"Influence of Cereclor on the performance of aged asphalt binder","volume":"21","author":"Jamal","year":"2018","journal-title":"Int. J. Pavement Eng."},{"key":"ref_216","unstructured":"Bodin, D., Terrier, J., Perroteau, C., Hornych, P., and Marsac, P. (2010, January 1\u20136). Effect of temperature on fatigue performances of asphalt mixes. Proceedings of the 11th International Conference on Asphalt Pavements, Aichi, Japan."},{"key":"ref_217","unstructured":"Spiegel, M.R., and Stephens, L.J. (2008). Schaum\u2019s Outline of Theory and Problems of Statistics, McGraw-Hill. [4th ed.]."},{"key":"ref_218","doi-asserted-by":"crossref","first-page":"177","DOI":"10.3221\/IGF-ESIS.53.15","article-title":"Evaluating properties of asphalt mixtures containing polymers of styrene butadiene rubber (SBR) and recycled polyethylene terephthalate (rPET) against failures caused by rutting, moisture and fatigue","volume":"14","author":"Ameri","year":"2020","journal-title":"Frat. Integrit\u00e0 Strutt."},{"key":"ref_219","doi-asserted-by":"crossref","first-page":"127934","DOI":"10.1016\/j.conbuildmat.2022.127934","article-title":"Simulation of micro-crack initiation and propagation under repeated load in asphalt concrete using zero-thickness cohesive elements","volume":"342","author":"Chen","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_220","doi-asserted-by":"crossref","first-page":"116963","DOI":"10.1016\/j.conbuildmat.2019.116963","article-title":"Superior performance benefits of multigrade bitumen asphalt with recycled asphalt pavement additive","volume":"230","author":"Clark","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_221","doi-asserted-by":"crossref","first-page":"119729","DOI":"10.1016\/j.conbuildmat.2020.119729","article-title":"Effect of ultra-high-molecular-weight polyethylene on the performance characteristics of hot mix asphalt","volume":"258","author":"Hamedi","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_222","doi-asserted-by":"crossref","first-page":"434","DOI":"10.1061\/(ASCE)0899-1561(2001)13:6(434)","article-title":"Laboratory evaluation of fatigue damage and healing of asphalt mixtures","volume":"13","author":"Daniel","year":"2001","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_223","doi-asserted-by":"crossref","unstructured":"Preston, D.W., and Dietz, E.R. (1991). The Art of Experimental Physics, John Wiley & Sons Inc.","DOI":"10.1119\/1.16721"},{"key":"ref_224","unstructured":"Box, G.E.P., Hunter, J.S., and Hunter, W.G. (2005). Statistics for experimenters. Wiley Series in Probability and Statistics, Wiley. [2nd ed.]."},{"key":"ref_225","doi-asserted-by":"crossref","first-page":"124212","DOI":"10.1016\/j.conbuildmat.2021.124212","article-title":"Effect of addition of pigments on thermal characteristics and the resulting performance enhancement of asphalt","volume":"302","author":"Badin","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_226","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1080\/14680629.2018.1507921","article-title":"Fatigue characterisation of modified asphalt binders containing warm mix asphalt additives","volume":"21","author":"Kumar","year":"2018","journal-title":"Road Mater. Pavement Des."},{"key":"ref_227","doi-asserted-by":"crossref","first-page":"143240","DOI":"10.1016\/j.conbuildmat.2025.143240","article-title":"Influence of sample size and outlier values on estimation of fatigue test parameters for asphalt mixes","volume":"494","author":"Liz","year":"2025","journal-title":"Constr. Build. Mater."},{"key":"ref_228","doi-asserted-by":"crossref","first-page":"125607","DOI":"10.1016\/j.conbuildmat.2021.125607","article-title":"Investigation of fatigue performance of asphalt mixtures and FAM mixes with high recycled asphalt material contents","volume":"314","author":"Jiao","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_229","doi-asserted-by":"crossref","first-page":"126004","DOI":"10.1016\/j.conbuildmat.2021.126004","article-title":"Fatigue prediction of semi-flexible composite mixture based on damage evolution","volume":"318","author":"Ren","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_230","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1617\/s11527-020-01482-z","article-title":"Fatigue-healing performance evaluation of asphalt mixture using four-point bending test","volume":"53","author":"Xiang","year":"2020","journal-title":"Mater. Struct."},{"key":"ref_231","doi-asserted-by":"crossref","first-page":"04021488","DOI":"10.1061\/(ASCE)MT.1943-5533.0004130","article-title":"Fatigue properties of aged porous asphalt mixtures with an epoxy asphalt binder","volume":"34","author":"Li","year":"2022","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_232","first-page":"1","article-title":"A statistical theory of the strength of materials","volume":"15","author":"Weibull","year":"1939","journal-title":"R. Swed. Inst. Eng. Res."},{"key":"ref_233","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1115\/1.4010337","article-title":"A statistical distribution function of wide applicability","volume":"18","author":"Weibull","year":"1951","journal-title":"J. Appl. Mech."},{"key":"ref_234","doi-asserted-by":"crossref","first-page":"3544","DOI":"10.1016\/j.jnoncrysol.2006.02.112","article-title":"Statistical analysis of threshold load for radial crack nucleation by Vickers indentation in commercial soda-lime silica glass","volume":"352","author":"Mikowski","year":"2006","journal-title":"J. Non-Cryst. Solids"},{"key":"ref_235","doi-asserted-by":"crossref","first-page":"844","DOI":"10.2138\/am.2008.2694","article-title":"Fracture toughness, hardness, and elastic modulus of kyanite investigated by a depth-sensing indentation technique","volume":"93","author":"Mikowski","year":"2008","journal-title":"Am. Mineral."},{"key":"ref_236","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1063\/1.3662121","article-title":"A method to measure fracture toughness using indentation in REBa2Cu3O7-\u03b4 superconductor single crystals","volume":"110","author":"Mikowski","year":"2011","journal-title":"J. Appl. Phys."},{"key":"ref_237","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1016\/j.triboint.2014.05.026","article-title":"Nanoscratch and indentation fracture toughness in superconductor Ba\u2212Fe\u2212As single crystals with lamellar structure","volume":"79","author":"Dias","year":"2014","journal-title":"Tribol. Int."},{"key":"ref_238","first-page":"022024","article-title":"O uso da lei de propaga\u00e7\u00e3o de incertezas e da estat\u00edstica de Weibull no tratamento de dados experimentais de ensaios mec\u00e2nicos: Uma revis\u00e3o sistem\u00e1tica da literatura","volume":"17","author":"Liz","year":"2023","journal-title":"Cone\u00f5es Ci\u00eanc. Tecnol."},{"key":"ref_239","doi-asserted-by":"crossref","unstructured":"Weibull, W. (1961). Fatigue Testing and Analysis of Results, Pergamon Press.","DOI":"10.1016\/B978-0-08-009397-0.50006-0"},{"key":"ref_240","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1111\/j.1460-2695.1993.tb00124.x","article-title":"A normal or Weibull distribution for fatigue lives","volume":"16","author":"Schijve","year":"1993","journal-title":"Fatigue Fract. Eng. Mater. Struct."},{"key":"ref_241","doi-asserted-by":"crossref","first-page":"1170","DOI":"10.1016\/j.matdes.2007.05.005","article-title":"Statistical analysis of bending fatigue life data using Weibull distribution in glass-fiber reinforced polyester composites","volume":"29","author":"Sakin","year":"2008","journal-title":"Mater. Des."},{"key":"ref_242","doi-asserted-by":"crossref","first-page":"121","DOI":"10.3141\/1832-15","article-title":"Application of Weibull theory in prediction of asphalt concrete fatigue performance","volume":"1832","author":"Tsai","year":"2003","journal-title":"Transp. Res. Rec. J. Transp. Res. Board"},{"key":"ref_243","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1080\/14680629.2017.1329864","article-title":"Effects of modifier content on high-modulus asphalt mixture and prediction of fatigue property using Weibull theory","volume":"18","author":"Zou","year":"2017","journal-title":"Road Mater. Pavement Des."},{"key":"ref_244","doi-asserted-by":"crossref","first-page":"1454","DOI":"10.1080\/14680629.2018.1553730","article-title":"Investigation of the fatigue properties of asphalt mixture designed using vertical vibration method","volume":"21","author":"Jiang","year":"2018","journal-title":"Road Mater. Pavement Des."},{"key":"ref_245","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.ijfatigue.2014.03.008","article-title":"Weibull modeling of the probabilistic S-N curves for rolling contact fatigue","volume":"66","author":"Zhao","year":"2014","journal-title":"Int. J. Fatigue"},{"key":"ref_246","unstructured":"Montgomery, D.C., and Runger, G.C. (2011). Applied Statistics and Probability for Engineers, John Wiley & Sons. 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