{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T02:02:34Z","timestamp":1791597754435,"version":"4.3.4"},"reference-count":127,"publisher":"MDPI AG","issue":"18","license":[{"start":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T00:00:00Z","timestamp":1726444800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Zhejiang Hongtu Traffic Construction Co., Ltd.","award":["ZDJG2021003"],"award-info":[{"award-number":["ZDJG2021003"]}]},{"name":"ZJU-ZCCC Institute of Collaborative Innovation","award":["ZDJG2021003"],"award-info":[{"award-number":["ZDJG2021003"]}]},{"name":"Zhejiang University","award":["ZDJG2021003"],"award-info":[{"award-number":["ZDJG2021003"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Nanomaterials"],"abstract":"<jats:p>The application of nanomaterials as modifiers in the field of asphalt is increasingly widespread, and this paper aims to systematically review research on the impact of nanomaterials on asphalt viscosity. The results find that nanomaterials tend to increase asphalt\u2019s viscosity, enhancing its resistance to high-temperature rutting and low-temperature cracking. Zero-dimension nanomaterials firmly adhere to the asphalt surface, augmenting non-bonding interactions through van der Waals forces and engaging in chemical reactions to form a spatial network structure. One-dimensional nanomaterials interact with non-polar asphalt molecules, forming bonds between tube walls, thereby enhancing adhesion, stability, and resistance to cyclic loading. Meanwhile, these bundled materials act as reinforcement to transmit stress, preventing or delaying crack propagation. Two-dimensional nanomaterials, such as graphene and graphene oxide, participate in chemical interactions, forming hydrogen bonds and aromatic deposits with asphalt molecules, affecting asphalt\u2019s surface roughness and aggregate movement, which exhibit strong adsorption capacity and increase the viscosity of asphalt. Polymers reduce thermal movement and compact asphalt structures, absorbing light components and promoting the formation of a cross-linked network, thus enhancing high-temperature deformation resistance. However, challenges such as poor compatibility and dispersion, high production costs, and environmental and health concerns currently hinder the widespread application of nanomaterial-modified asphalt. Consequently, addressing these issues through comprehensive economic and ecological evaluations is crucial before large-scale practical implementation.<\/jats:p>","DOI":"10.3390\/nano14181503","type":"journal-article","created":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T07:36:00Z","timestamp":1726472160000},"page":"1503","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":58,"title":["Nanomaterials for Modified Asphalt and Their Effects on Viscosity Characteristics: A Comprehensive Review"],"prefix":"10.3390","volume":"14","author":[{"given":"Hualong","family":"Huang","sequence":"first","affiliation":[{"name":"Zhejiang Hongtu Traffic Construction Co., Ltd., Hangzhou 310052, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yongqiang","family":"Wang","sequence":"additional","affiliation":[{"name":"Zhejiang Hongtu Traffic Construction Co., Ltd., Hangzhou 310052, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xuan","family":"Wu","sequence":"additional","affiliation":[{"name":"Zhejiang Hongtu Traffic Construction Co., Ltd., Hangzhou 310052, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-7864-4597","authenticated-orcid":false,"given":"Jiandong","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaohan","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Civil Engineering and Architecture, Zhejiang University, Hangzhou 310058, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,9,16]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"194502","DOI":"10.1063\/1.2799189","article-title":"Relaxation Time, Diffusion, and Viscosity Analysis of Model Asphalt Systems Using Molecular Simulation","volume":"127","author":"Zhang","year":"2007","journal-title":"J. Chem. Phys."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.cis.2008.08.011","article-title":"The Colloidal Structure of Bitumen: Consequences on the Rheology and on the Mechanisms of Bitumen Modification","volume":"145","author":"Lesueur","year":"2009","journal-title":"Adv. Colloid Interface Sci."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1016\/j.conbuildmat.2017.03.158","article-title":"Developments of nano materials and technologies on asphalt materials\u2014A review","volume":"143","author":"Li","year":"2017","journal-title":"Constr. Build. Mater."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"129634","DOI":"10.1016\/j.conbuildmat.2022.129634","article-title":"A Comprehensive Review on the Usage of Nanomaterials in Asphalt Mixes","volume":"361","author":"Debbarma","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Ramesh, K.T. (2009). Nanomaterials, Springer.","DOI":"10.1007\/978-0-387-09783-1"},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Rond\u00f3n-Quintana, H.A., Ruge-C\u00e1rdenas, J.C., and Zafra-Mej\u00eda, C.A. (2023). The Use of Zinc Oxide in Asphalts: Review. Sustainability, 15.","DOI":"10.3390\/su151411070"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"845","DOI":"10.1007\/s11595-017-1678-7","article-title":"Road Performances of Mesoporous Nano-Silica Modified Asphalt Binders","volume":"32","author":"Liu","year":"2017","journal-title":"J. Wuhan Univ. Technol.-Mater. Sci. Ed."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1016\/j.conbuildmat.2015.03.035","article-title":"Characterization of CNTs-Modified HMA\u2019s Mechanical Properties","volume":"83","author":"Arabani","year":"2015","journal-title":"Constr. Build. Mater."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1039061","DOI":"10.1155\/2022\/1039061","article-title":"Impacts of Graphene Oxide on the Physical Property and Microstructure of Asphalt Material","volume":"2022","author":"Jiang","year":"2022","journal-title":"Adv. Mater. Sci. Eng."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"2894","DOI":"10.1016\/j.conbuildmat.2009.02.027","article-title":"Effects of Nanoclay on Rheological Properties of Bitumen Binder","volume":"23","author":"Jahromi","year":"2009","journal-title":"Constr. Build. Mater."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"112571","DOI":"10.1016\/j.matdes.2023.112571","article-title":"Nano-Micelle Formation and Aggregation in SBS-Modified Asphalt Induced by \u03c0\u2013\u03c0 Interaction Using Molecular Dynamics","volume":"237","author":"Liu","year":"2024","journal-title":"Mater. Des."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"410","DOI":"10.1016\/j.conbuildmat.2009.10.003","article-title":"The Research for High-Performance SBR Compound Modified Asphalt","volume":"24","author":"Zhang","year":"2010","journal-title":"Constr. Build. Mater."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"527","DOI":"10.1016\/j.conbuildmat.2018.03.067","article-title":"Investigation of the Effect of Nano-Silica on Thermal Sensitivity of HMA Using Artificial Neural Network","volume":"170","author":"Firouzinia","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"04017054","DOI":"10.1061\/(ASCE)MT.1943-5533.0001889","article-title":"Comparative Study of the Effects of Nanosilica and Zyco-Soil Nanomaterials on the Properties of Asphalt Concrete","volume":"29","author":"Taherkhani","year":"2017","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"976","DOI":"10.1016\/j.conbuildmat.2017.09.069","article-title":"Examination of Hot Mix Asphalt and Binder Performance Modified with Nano Silica","volume":"156","author":"Saltan","year":"2017","journal-title":"Constr. Build. Mater."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s41062-019-0249-5","article-title":"Performance Evaluation of Nanosilica-Modified Asphalt Binder","volume":"4","author":"Bhat","year":"2019","journal-title":"Innov. Infrastruct. Solut."},{"key":"ref_17","first-page":"260","article-title":"The Effects of Adding Nano Clay and Nano Zinc Oxide on Asphalt Cement Rheology","volume":"35","author":"Taamneh","year":"2023","journal-title":"J. King Saud Univ.-Eng. Sci."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"119120","DOI":"10.1016\/j.conbuildmat.2020.119120","article-title":"Concrete Blocks Nano-Modified with Zinc Oxide (ZnO) for Photocatalytic Paving: Performance Comparison with Titanium Dioxide (TiO2)","volume":"252","author":"Bica","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"04018399","DOI":"10.1061\/(ASCE)MT.1943-5533.0002621","article-title":"Mechanical Behavior of Bitumen and Hot-Mix Asphalt Modified with Zinc Oxide Nanoparticle","volume":"31","author":"Saltan","year":"2019","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"692","DOI":"10.1016\/j.conbuildmat.2015.08.083","article-title":"Experimental Investigation of Effect of Nano TiO2\/SiO2 Modified Bitumen on the Rutting and Fatigue Performance of Asphalt Mixtures Containing Steel Slag Aggregates","volume":"98","author":"Shafabakhsh","year":"2015","journal-title":"Constr. Build. Mater."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/j.conbuildmat.2019.05.075","article-title":"Impact of Nano-TiO2 on the NO2 Degradation and Rheological Performance of Asphalt Pavement","volume":"218","author":"Qian","year":"2019","journal-title":"Constr. Build. Mater."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"594","DOI":"10.1016\/j.conbuildmat.2018.12.053","article-title":"Performance Evaluation of High-Elasticity Asphalt Mixture Containing Inorganic Nano-Titanium Dioxide for Applications in High Altitude Regions","volume":"199","author":"Zheng","year":"2019","journal-title":"Constr. Build. Mater."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"120946","DOI":"10.1016\/j.conbuildmat.2020.120946","article-title":"Rutting Resistance, Fatigue Properties and Temperature Susceptibility of Nano Clay Modified Asphalt Rubber Binder","volume":"267","author":"Amini","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.ijfatigue.2018.06.007","article-title":"Evaluating the Effect of Nano-Clay and Nano-Alumina on the Fatigue Response of Bitumen Using Strain and Time Sweep Tests","volume":"114","author":"Akbari","year":"2018","journal-title":"Int. J. Fatigue"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"121189","DOI":"10.1016\/j.conbuildmat.2020.121189","article-title":"Experimental Study on Mechanism, Aging, Rheology and Fatigue Performance of Carbon Nanomaterial\/SBS-Modified Asphalt Binders","volume":"268","author":"Wang","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"6","DOI":"10.9790\/5728-0230612","article-title":"Enigmatic Exhibition of Each Real Number on Several Sets","volume":"2","author":"Hasan","year":"2012","journal-title":"IOSR-JM"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"120100","DOI":"10.1016\/j.conbuildmat.2020.120100","article-title":"Rheological Properties, Microstructure and Aging Resistance of Asphalt Modified with CNTs\/PE Composites","volume":"262","author":"Xin","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"04020323","DOI":"10.1061\/(ASCE)MT.1943-5533.0003385","article-title":"Investigation of Chemical, Microstructural, and Rheological Perspective of Asphalt Binder Modified with Graphene Oxide","volume":"32","author":"Singh","year":"2020","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"04021331","DOI":"10.1061\/(ASCE)MT.1943-5533.0003957","article-title":"High-Temperature Rheological Characteristics of Asphalt Binder Incorporated with Graphene Oxide and Predicting Its Rutting Potential Using Response Surface Method","volume":"33","author":"Adnan","year":"2021","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"2212","DOI":"10.1007\/s10854-023-11662-6","article-title":"Properties and Modification Mechanism of ZnO Nanoparticle-Modified Asphalt","volume":"34","author":"Zhu","year":"2023","journal-title":"J. Mater. Sci. Mater. Electron."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Su, M., Ding, Q., Zhang, G., and Zhao, Q. (2023). Study on the Properties and Morphology of Nano-ZnO Modified Asphalt Based on Molecular Dynamics and Experiments. Coatings, 13.","DOI":"10.2139\/ssrn.4456965"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"578","DOI":"10.1016\/j.conbuildmat.2017.11.016","article-title":"Effects of ZnO Particle Size on Properties of Asphalt and Asphalt Mixture","volume":"159","author":"Zhang","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"138","DOI":"10.1080\/14680629.2015.1029672","article-title":"Morphological Analysis of Bitumen Phases Using Atomic Force Microscopy","volume":"16","year":"2015","journal-title":"Road Mater. Pavement Des."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1080\/14680629.2013.774744","article-title":"Micromechanical Investigation of Phase Separation in Bitumen by Combining Atomic Force Microscopy with Differential Scanning Calorimetry Results","volume":"14","author":"Das","year":"2013","journal-title":"Road Mater. Pavement Des."},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Xie, Y., Yu, P., and Zhai, M. (2023). Analysis of Nano-ZnO-Modified Asphalt Compatibility Based on Molecular Dynamics. Materials, 16.","DOI":"10.3390\/ma16134710"},{"key":"ref_36","doi-asserted-by":"crossref","unstructured":"Liu, S., Wang, H., and Yang, J. (2024). Influence of Preparation Methods and Nanomaterials on Hydrophobicity and Anti-Icing Performance of Nanoparticle\/Epoxy Coatings. Polymers, 16.","DOI":"10.3390\/polym16030364"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"1260","DOI":"10.1016\/j.proeng.2016.06.119","article-title":"Evaluation of Asphalt Binders Modified with Nanoclay and Nanosilica","volume":"143","author":"Ezzat","year":"2016","journal-title":"Procedia Eng."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"838","DOI":"10.1080\/14680629.2023.2230294","article-title":"Investigating the Properties of Asphalt Binder Modified by High- and Low-Density Polyethylene Polymer and Nano-Silica","volume":"25","author":"Arshadi","year":"2024","journal-title":"Road Mater. Pavement Des."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1619","DOI":"10.1061\/(ASCE)MT.1943-5533.0000690","article-title":"Rheological Properties and Chemical Bonding of Asphalt Modified with Nanosilica","volume":"25","author":"Yao","year":"2013","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"276","DOI":"10.1007\/s42947-020-0327-2","article-title":"Rheological Investigation of Asphalt Binder Modified with Nanosilica","volume":"14","author":"Bhat","year":"2021","journal-title":"Int. J. Pavement Res. Technol."},{"key":"ref_41","doi-asserted-by":"crossref","unstructured":"Albayati, A.H., Oukaili, N.K., Moudhafar, M.M., Allawi, A.A., Said, A.I., and Ibrahim, T.H. (2024). Experimental Study to Investigate the Performance-Related Properties of Modified Asphalt Concrete Using Nanomaterials Al2O3, SiO2, and TiO2. Materials, 17.","DOI":"10.3390\/ma17174279"},{"key":"ref_42","first-page":"e02492","article-title":"Enhancing Asphalt Binder Performance through Nano-SiO2 and Nano-CaCO3 Additives: Rheological and Physical Insights","volume":"19","author":"Mohammed","year":"2023","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1007\/s41062-024-01450-4","article-title":"Toward Sustainable Roads: A Critical Review on Nano-TiO2 Application in Asphalt Pavement","volume":"9","author":"Ayar","year":"2024","journal-title":"Innov. Infrastruct. Solut."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"566","DOI":"10.1016\/j.conbuildmat.2013.12.064","article-title":"Evaluation the Effect of Nano-TiO2 on the Rutting and Fatigue Behavior of Asphalt Mixtures","volume":"54","author":"Shafabakhsh","year":"2014","journal-title":"Constr. Build. Mater."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1007\/s42947-021-00131-0","article-title":"Evaluation of Physical-Rheological Properties of Nano Titanium Dioxide Modified Asphalt Binder and Rutting Resistance of Modified Mixture","volume":"16","author":"Enieb","year":"2023","journal-title":"Int. J. Pavement Res. Technol."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"012023","DOI":"10.1088\/1757-899X\/712\/1\/012023","article-title":"Nanoparticle in Asphalt Binder: A State-of-The-Art Review","volume":"712","author":"Ramadhansyah","year":"2020","journal-title":"IOP Conf. Ser. Mater. Sci. Eng."},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Xie, Z., Tang, L., Tao, M., Yang, F., and Zhong, Q. (2023). The Properties of Modified Bagasse Fiber\/Nano-TiO2 Composite Asphalt in a High-Temperature and High-Humidity Salt Environment. Materials, 16.","DOI":"10.3390\/ma16175996"},{"key":"ref_48","first-page":"344","article-title":"Recent Processes for the Production of Alumina Nano-Particles","volume":"3","author":"Said","year":"2020","journal-title":"Mater. Sci. Energy Technol."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"819403","DOI":"10.1155\/2012\/819403","article-title":"Preparation and Characterization of Alumina Nanoparticles in Deionized Water Using Laser Ablation Technique","volume":"2012","author":"Piriyawong","year":"2012","journal-title":"J. Nanomater."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"1941","DOI":"10.13005\/ojc\/300456","article-title":"A Review of Methods for Synthesis of Al Nanoparticles","volume":"30","author":"Ghorbani","year":"2014","journal-title":"Orient. J. Chem."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"135267","DOI":"10.1016\/j.conbuildmat.2024.135267","article-title":"Investigation of the Effects of Nano-Al2O3 Addition on Compatibility, Rutting and Fatigue Properties of Styrene-Butadiene-Rubber Modified Asphalt","volume":"416","author":"Adnan","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"1251","DOI":"10.1080\/14680629.2016.1208621","article-title":"Performance Evaluation of Al2O3 Nanoparticle-Modified Asphalt Binder","volume":"18","author":"Ali","year":"2017","journal-title":"Road Mater. Pavement Des."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"134687","DOI":"10.1016\/j.conbuildmat.2023.134687","article-title":"Integration of Nano Al2O3 and Nano SiO2 in Asphalt Mixes: A Comprehensive Performance and Durability Evaluation","volume":"412","author":"Bhat","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"128087","DOI":"10.1016\/j.conbuildmat.2022.128087","article-title":"Permanent Deformation Performance under Moisture Effect of an Asphalt Mixture Modified by Calcium Carbonate Nanoparticles","volume":"342","author":"Manfro","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"122876","DOI":"10.1016\/j.conbuildmat.2021.122876","article-title":"Experimental Investigation and Multi-Objective Optimization of Fracture Properties of Asphalt Mixtures Containing Nano-Calcium Carbonate","volume":"285","author":"Bazoobandi","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Shafabakhsh, G., Sadeghnejad, M., Hejazi, S.K., and Shirazi, A. (2024). Evaluation the Rheological Behavior of Asphalt Binder, Fracture Resistance and Moisture Susceptibility of Asphalt Mixtures: Before and After Adding Nano Fe2O3. Int. J. Pavement Res. Technol.","DOI":"10.1007\/s42947-024-00437-9"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"530","DOI":"10.1016\/j.conbuildmat.2016.12.202","article-title":"Evaluating Mechanical Properties of Stone Mastic Asphalt Modified with Nano Fe2O3","volume":"134","author":"Kordi","year":"2017","journal-title":"Constr. Build. Mater."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"2321","DOI":"10.1080\/14680629.2019.1608289","article-title":"Experimental Investigation of Fracture Properties of Asphalt Mixtures Modified with Nano Fe2O3 and Carbon Nanotubes","volume":"21","author":"Pirmohammad","year":"2020","journal-title":"Road Mater. Pavement Des."},{"key":"ref_59","first-page":"e01944","article-title":"Laboratory Evaluation of Carbon Nanotubes Modified Bio-Asphalt","volume":"18","author":"Zhu","year":"2023","journal-title":"Case Stud. Constr. Mater."},{"key":"ref_60","doi-asserted-by":"crossref","first-page":"3619","DOI":"10.1016\/j.asej.2021.02.038","article-title":"Improving the Rutting Resistance of Asphalt Pavement Modified with the Carbon Nanotubes Additive","volume":"12","author":"Ismael","year":"2021","journal-title":"Ain Shams Eng. J."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1016\/j.conbuildmat.2017.12.033","article-title":"Experimental Evaluation of the Influence of Reinforcement with Multi-Walled Carbon Nanotubes (MWCNTs) on the Properties and Fatigue Life of Hot Mix Asphalt","volume":"162","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"1499","DOI":"10.1080\/14680629.2017.1323661","article-title":"Investigating the Performance, Chemical, and Microstructure Properties of Carbon Nanotube-Modified Asphalt Binder","volume":"19","author":"Gong","year":"2018","journal-title":"Road Mater. Pavement Des."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"125244","DOI":"10.1016\/j.conbuildmat.2021.125244","article-title":"Study on the Viscoelastic Behaviour of the Modified Asphalt Containing Multi-Walled Carbon Nanotubes (MWCNTs) and Crumb Rubber (CR)","volume":"311","author":"Zheng","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"108076","DOI":"10.1016\/j.compscitech.2020.108076","article-title":"Understanding the Effect of Functionalization in CNT-Epoxy Nanocomposite from Molecular Level","volume":"191","author":"Jian","year":"2020","journal-title":"Compos. Sci. Technol."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1016\/j.conbuildmat.2011.12.022","article-title":"The Impact of Carbon Nano-Fiber Modification on Asphalt Binder Rheology","volume":"30","author":"Khattak","year":"2012","journal-title":"Constr. Build. Mater."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"122922","DOI":"10.1016\/j.conbuildmat.2021.122922","article-title":"Effect of Laboratory-Produced Cellulose Nanofiber as an Additive on Performance of Asphalt Binders and Mixes","volume":"286","author":"Ghabchi","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"8148","DOI":"10.1038\/s41467-023-43963-z","article-title":"One-Dimensionally Oriented Self-Assembly of Ordered Mesoporous Nanofibers Featuring Tailorable Mesophases via Kinetic Control","volume":"14","author":"Peng","year":"2023","journal-title":"Nat. Commun."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"1178","DOI":"10.1016\/j.pmatsci.2011.03.003","article-title":"Graphene Based Materials: Past, Present and Future","volume":"56","author":"Singh","year":"2011","journal-title":"Prog. Mater. Sci."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"7714","DOI":"10.1002\/anie.201403335","article-title":"Classification Framework for Graphene-Based Materials","volume":"53","author":"Wick","year":"2014","journal-title":"Angew. Chem. Int. Ed."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"988","DOI":"10.1016\/j.conbuildmat.2016.03.152","article-title":"Rheological Properties, Low-Temperature Cracking Resistance, and Optical Performance of Exfoliated Graphite Nanoplatelets Modified Asphalt Binder","volume":"113","author":"Yao","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"128886","DOI":"10.1016\/j.conbuildmat.2022.128886","article-title":"Dispersion, Compatibility, and Rheological Properties of Graphene-Modified Asphalt Binders","volume":"350","author":"Wang","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"121919","DOI":"10.1016\/j.conbuildmat.2020.121919","article-title":"Properties and Modification Mechanism of Asphalt with Graphene as Modifier","volume":"272","author":"Li","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"880","DOI":"10.1016\/j.conbuildmat.2017.12.171","article-title":"Performance Evaluation and Modification Mechanism Analysis of Asphalt Binders Modified by Graphene Oxide","volume":"163","author":"Liu","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"1799","DOI":"10.1080\/14680629.2019.1567376","article-title":"Mechanical and Compaction Properties of Graphite Nanoplatelet-Modified Asphalt Binders and Mixtures","volume":"21","author":"Le","year":"2020","journal-title":"Road Mater. Pavement Des."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.cis.2015.07.010","article-title":"A Review of the Fundamentals of Polymer-Modified Asphalts: Asphalt\/Polymer Interactions and Principles of Compatibility","volume":"224","author":"Polacco","year":"2015","journal-title":"Adv. Colloid Interface Sci."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"2003619","DOI":"10.1002\/adfm.202003619","article-title":"Multiscale Construction of Bifunctional Electrocatalysts for Long-Lifespan Rechargeable Zinc\u2013Air Batteries","volume":"30","author":"Zhao","year":"2020","journal-title":"Adv. Funct. Mater."},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1016\/j.carbon.2021.06.055","article-title":"An Atomistic Study on the Thermomechanical Properties of Graphene and Functionalized Graphene Sheets Modified Asphalt","volume":"182","author":"Nie","year":"2021","journal-title":"Carbon"},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1016\/j.diamond.2018.08.011","article-title":"Studies on the Secondary Modification of SBS Modified Asphalt by the Application of Octadecyl Amine Grafted Graphene Nanoplatelets as Modifier","volume":"89","author":"Han","year":"2018","journal-title":"Diam. Relat. Mater."},{"key":"ref_79","doi-asserted-by":"crossref","unstructured":"Li, J., Han, M., Muhammad, Y., Liu, Y., Su, Z., Yang, J., Yang, S., and Duan, S. (2018). Preparation and Properties of SBS-g-GOs-Modified Asphalt Based on a Thiol-Ene Click Reaction in a Bituminous Environment. Polymers, 10.","DOI":"10.3390\/polym10111264"},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1080\/1536383X.2019.1566224","article-title":"Preparation of Graphene Oxide and Its Modification Effect on Base Asphalt","volume":"27","author":"Yu","year":"2019","journal-title":"Fuller. Nanotub. Carbon Nanostruct."},{"key":"ref_81","first-page":"133","article-title":"Evaluation of the Influence of Graphene Oxide on Asphalt Binder Physical and Rheological Properties","volume":"238","author":"Hoang","year":"2024","journal-title":"Proc. Inst. Mech. Eng. Part L J. Mater. Des. Appl."},{"key":"ref_82","doi-asserted-by":"crossref","first-page":"117706","DOI":"10.1016\/j.conbuildmat.2019.117706","article-title":"Preparation and Modification Mechanism Analysis of Graphene Oxide Modified Asphalts","volume":"238","author":"Zeng","year":"2020","journal-title":"Constr. Build. Mater."},{"key":"ref_83","doi-asserted-by":"crossref","unstructured":"Wu, S., Zhao, Z., Li, Y., Pang, L., Amirkhanian, S., and Riara, M. (2017). Evaluation of Aging Resistance of Graphene Oxide Modified Asphalt. Appl. Sci., 7.","DOI":"10.3390\/app7070702"},{"key":"ref_84","doi-asserted-by":"crossref","unstructured":"Li, S., Xu, W., Zhang, F., and Wu, H. (2022). A Study on the Rheological Properties and Modification Mechanism of Graphene Oxide\/Polyurethane\/SBS-Modified Asphalt. PLoS ONE, 17.","DOI":"10.1371\/journal.pone.0262467"},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"135577","DOI":"10.1016\/j.conbuildmat.2024.135577","article-title":"Effect of Impregnated Organophilic (Hydrophobic) Nano Clay on Asphalt Binder Properties and Performance","volume":"419","author":"Qadir","year":"2024","journal-title":"Constr. Build. Mater."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"1330","DOI":"10.1080\/14680629.2022.2072374","article-title":"Performance Evaluation of Surface-Treated Montmorillonite Nanoclay-Modified Bitumen Binder at High- and Intermediate-Temperature Conditions","volume":"24","author":"Patra","year":"2023","journal-title":"Road Mater. Pavement Des."},{"key":"ref_87","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1016\/j.ijprt.2016.11.009","article-title":"Characteristics of Asphalt Binder and Mixture Containing Nanosilica","volume":"10","author":"Enieb","year":"2017","journal-title":"Int. J. Pavement Res. Technol."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1080\/14680629.2018.1468802","article-title":"Effect of Blending Conditions on Nano-Clay Bitumen Nanocomposite Properties","volume":"20","author":"Bagshaw","year":"2019","journal-title":"Road Mater. Pavement Des."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"20220586","DOI":"10.1515\/eng-2022-0586","article-title":"Optimal Design of Mechanical Performances of Asphalt Mixtures Comprising Nano-Clay Additives","volume":"14","author":"Yousif","year":"2024","journal-title":"Open Eng."},{"key":"ref_90","doi-asserted-by":"crossref","unstructured":"Abdel-Raheem, A., Dulaimi, A., Mohamed, A.S., Moussa, G.S., \u00d6zk\u0131l\u0131\u00e7, Y.O., Mashaan, N., Jaya, R.P., and Abdel-Wahed, T. (2023). Investigating the Potential of High-Density Polyethylene and Nano Clay Asphalt-Modified Binders to Enhance the Rutting Resistance of Asphalt Mixture. Sustainability, 15.","DOI":"10.3390\/su151813992"},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"1270","DOI":"10.1002\/vnl.22123","article-title":"Insight into the Diffusion Behaviors of SBS-compatibilizer-coupled Modified Asphalt: Molecular Dynamics Simulation and Experimental Validation","volume":"30","author":"Dong","year":"2024","journal-title":"Vinyl Addit. Technol."},{"key":"ref_92","doi-asserted-by":"crossref","unstructured":"Wang, Y., Guo, S., Pei, Z., Zhan, S., Lin, S., Ma, K., Lei, J., and Yi, J. (2024). Study of the Properties and Modification Mechanism of SBS-Modified Asphalt by Dry Process. Materials, 17.","DOI":"10.3390\/ma17071454"},{"key":"ref_93","doi-asserted-by":"crossref","first-page":"629","DOI":"10.1080\/08927022.2023.2182134","article-title":"Molecular Simulation and Experimental Analysis on Co-Aging Behaviors of SBS Modifier and Asphalt in SBS-Modified Asphalt","volume":"49","author":"Xu","year":"2023","journal-title":"Mol. Simul."},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"116777","DOI":"10.1016\/j.fuel.2019.116777","article-title":"Molecular Dynamics Study on Influence of Nano-ZnO\/SBS on Physical Properties and Molecular Structure of Asphalt Binder","volume":"263","author":"Su","year":"2020","journal-title":"Fuel"},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"20230106","DOI":"10.1515\/rams-2023-0106","article-title":"Study on Aging Mechanism of SBS\/SBR Compound-Modified Asphalt Based on Molecular Dynamics","volume":"62","author":"Shao","year":"2023","journal-title":"Rev. Adv. Mater. Sci."},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"49967","DOI":"10.1002\/app.49967","article-title":"Performance of Biomimetic Coating Modified Fiber Incorporated Styrene Butadiene Styrene Modified Asphalt","volume":"138","author":"Li","year":"2021","journal-title":"J. Appl. Polym. Sci."},{"key":"ref_97","doi-asserted-by":"crossref","first-page":"131023","DOI":"10.1016\/j.fuel.2024.131023","article-title":"Evaluation of Styrene Butadiene Rubber Asphalt Modification Mechanism and Adhesion Effect Based on Molecular Simulation","volume":"364","author":"Xie","year":"2024","journal-title":"Fuel"},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"123898","DOI":"10.1016\/j.conbuildmat.2021.123898","article-title":"Molecular Dynamics Evaluation of Activation Mechanism of Rejuvenator in Reclaimed Asphalt Pavement (RAP) Binder","volume":"298","author":"Liu","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"133177","DOI":"10.1016\/j.conbuildmat.2023.133177","article-title":"Study on Properties and Application of Chloroprene Rubber\/Polyurethane Modified Asphalt Sealant","volume":"406","author":"Li","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"132572","DOI":"10.1016\/j.conbuildmat.2023.132572","article-title":"Recycle of Waste Tire Rubber Powder in a Novel Asphalt Rubber Pellets for Asphalt Performance Enhancement","volume":"399","author":"Zhao","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_101","doi-asserted-by":"crossref","unstructured":"Tang, S., Li, Z., Sun, W., Liu, Y., Wang, J., Wang, X., and Lin, J. (2024). Natural Rubber\/Styrene\u2013Butadiene Rubber Blend Composites Potentially Applied in Damping Bearings. Polymers, 16.","DOI":"10.3390\/polym16131945"},{"key":"ref_102","doi-asserted-by":"crossref","unstructured":"Jiao, X., Huang, D., Zhao, S., and Ouyang, J. (2024). Study on the Compatibility of SBR and Asphalt Base Based on Molecular Simulation. Materials, 17.","DOI":"10.3390\/ma17051175"},{"key":"ref_103","first-page":"1","article-title":"Laboratory Evaluation of Rheological Properties of Asphalt Binder Modified by Nano-TiO2\/CaCO3","volume":"2021","author":"Zhang","year":"2021","journal-title":"Adv. Mater. Sci. Eng."},{"key":"ref_104","doi-asserted-by":"crossref","first-page":"126323","DOI":"10.1016\/j.conbuildmat.2022.126323","article-title":"Rheological Properties of Asphalt Binder Modified by Nano-TiO2\/ZnO and Basalt Fiber","volume":"320","author":"Fu","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_105","doi-asserted-by":"crossref","first-page":"128773","DOI":"10.1016\/j.conbuildmat.2022.128773","article-title":"Effects of Different Carriers for Zinc Oxide (ZnO) Particles on Microstructure of ZnO\/Layered Silicate Composite and Aging Resistance of Composite Modified Asphalt","volume":"349","author":"Duan","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_106","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1016\/j.conbuildmat.2016.03.118","article-title":"High and Low Temperature Properties of Nano-Particles\/Polymer Modified Asphalt","volume":"114","author":"Zhang","year":"2016","journal-title":"Constr. Build. Mater."},{"key":"ref_107","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1186\/s40201-017-0267-1","article-title":"Biodegradation of Total Petroleum Hydrocarbons from Acidic Sludge Produced by Re-Refinery Industries of Waste Oil Using in-Vessel Composting","volume":"15","author":"Asgari","year":"2017","journal-title":"J. Environ. Health Sci. Eng."},{"key":"ref_108","doi-asserted-by":"crossref","first-page":"130622","DOI":"10.1016\/j.conbuildmat.2023.130622","article-title":"Road Behavior and Micro Characteristics of High-Performance Asphalt Based on Compound Modification Approach","volume":"371","author":"Huang","year":"2023","journal-title":"Constr. Build. Mater."},{"key":"ref_109","doi-asserted-by":"crossref","first-page":"04023361","DOI":"10.1061\/JMCEE7.MTENG-16088","article-title":"Influence of Nano-Al2O3 on the Evolution of Molecular Weight, Morphology, and Rheology of SBS-Modified Asphalt","volume":"35","author":"Sun","year":"2023","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_110","doi-asserted-by":"crossref","first-page":"012031","DOI":"10.1088\/1742-6596\/2329\/1\/012031","article-title":"Analysis of Pavement Performance for Nano-CaCO3\/SBS Modified Asphalt Mixture","volume":"2329","author":"Sun","year":"2022","journal-title":"J. Phys. Conf. Ser."},{"key":"ref_111","doi-asserted-by":"crossref","unstructured":"Chen, J., Huang, Z., Wang, H., Yang, Z., and Zhang, T. (2022). Investigating the Rheological Properties of Styrene-Butadiene-Styrene-Based High-Viscosity Modified Asphalt Using Carbon Nanotubes. Sustainability, 15.","DOI":"10.3390\/su15010071"},{"key":"ref_112","doi-asserted-by":"crossref","first-page":"04017070","DOI":"10.1061\/(ASCE)MT.1943-5533.0001910","article-title":"Influence of Carbon Nanotubes on Performance Properties and Storage Stability of SBS Modified Asphalt Binders","volume":"29","author":"Goli","year":"2017","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_113","doi-asserted-by":"crossref","first-page":"e20230151","DOI":"10.1590\/1517-7076-rmat-2023-0151","article-title":"Study on the Performance and Aging Low Temperature Performance of GO\/SBS Modified Asphalt","volume":"28","author":"Mo","year":"2023","journal-title":"Mat\u00e9ria (Rio J.)"},{"key":"ref_114","doi-asserted-by":"crossref","unstructured":"Zeng, Q., Liu, Y., Liu, Q., and Xu, Z. (2023). Research on the Synergistic Modification Effect and the Interface Mechanism of GO\/SBS Compound-Modified Asphalt Based on Experiments and Molecular Simulations. Sci. Rep., 13.","DOI":"10.1038\/s41598-023-30593-0"},{"key":"ref_115","doi-asserted-by":"crossref","first-page":"850","DOI":"10.1080\/10916460903502449","article-title":"The Effect of Nanoclay on Rheological Properties and Storage Stability of SBS-Modified Bitumen","volume":"29","author":"Galooyak","year":"2011","journal-title":"Pet. Sci. Technol."},{"key":"ref_116","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1016\/j.conbuildmat.2009.08.032","article-title":"Rheological Properties and Storage Stability of Bitumen\/SBS\/Montmorillonite Composites","volume":"24","author":"Galooyak","year":"2010","journal-title":"Constr. Build. Mater."},{"key":"ref_117","doi-asserted-by":"crossref","first-page":"1253","DOI":"10.1515\/ntrev-2021-0082","article-title":"The Properties of Nano-CaCO3\/Nano-ZnO\/SBR Composite-Modified Asphalt","volume":"10","author":"Li","year":"2021","journal-title":"Nanotechnol. Rev."},{"key":"ref_118","doi-asserted-by":"crossref","first-page":"129587","DOI":"10.1016\/j.conbuildmat.2022.129587","article-title":"Research on Rheological Properties of CNT-SBR Modified Asphalt","volume":"361","author":"Xue","year":"2022","journal-title":"Constr. Build. Mater."},{"key":"ref_119","doi-asserted-by":"crossref","first-page":"5891963","DOI":"10.1155\/2018\/5891963","article-title":"Investigating Effects of Nano\/SBR Polymer on Rutting Performance of Binder and Asphalt Mixture","volume":"2018","author":"Ameri","year":"2018","journal-title":"Adv. Mater. Sci. Eng."},{"key":"ref_120","doi-asserted-by":"crossref","first-page":"123399","DOI":"10.1016\/j.conbuildmat.2021.123399","article-title":"Inhibitory Effects of Developed Composite Anti-Aging Agent on Microbial Degradation of Asphalt","volume":"292","author":"Zhang","year":"2021","journal-title":"Constr. Build. Mater."},{"key":"ref_121","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1016\/j.conbuildmat.2015.08.141","article-title":"Effect of Nano-ZnO with Modified Surface on Properties of Bitumen","volume":"98","author":"Li","year":"2015","journal-title":"Constr. Build. Mater."},{"key":"ref_122","doi-asserted-by":"crossref","first-page":"523","DOI":"10.1016\/j.conbuildmat.2019.04.199","article-title":"Effect of Carbon Nano Tube on Performance of Asphalt Binder under Creep-Recovery and Sustained Loading Conditions","volume":"215","author":"Ashish","year":"2019","journal-title":"Constr. Build. Mater."},{"key":"ref_123","doi-asserted-by":"crossref","first-page":"1439","DOI":"10.1007\/s42947-022-00207-5","article-title":"Potential Application of Various Nanomaterials on the Performance of Asphalt Binders and Mixtures: A Comprehensive Review","volume":"16","author":"Iftikhar","year":"2023","journal-title":"Int. J. Pavement Res. Technol."},{"key":"ref_124","doi-asserted-by":"crossref","unstructured":"Crucho, J., Picado-Santos, L., Neves, J., and Capit\u00e3o, S. (2019). A Review of Nanomaterials\u2019 Effect on Mechanical Performance and Aging of Asphalt Mixtures. Appl. Sci., 9.","DOI":"10.3390\/app9183657"},{"key":"ref_125","doi-asserted-by":"crossref","first-page":"204","DOI":"10.1016\/j.conbuildmat.2018.03.187","article-title":"Laboratory Evaluation of Composed Modified Asphalt Binder and Mixture Containing Nano-Silica\/Rock Asphalt\/SBS","volume":"172","author":"Cai","year":"2018","journal-title":"Constr. Build. Mater."},{"key":"ref_126","doi-asserted-by":"crossref","first-page":"04021319","DOI":"10.1061\/(ASCE)MT.1943-5533.0003943","article-title":"Investigating the Performance of Nano-Modified Asphalt Binders Incorporated with Warm Mix Additives","volume":"33","author":"Bhat","year":"2021","journal-title":"J. Mater. Civ. Eng."},{"key":"ref_127","doi-asserted-by":"crossref","first-page":"04014261","DOI":"10.1061\/(ASCE)MT.1943-5533.0001228","article-title":"Evaluation of Moisture Susceptibility of Nanoclay-Modified Asphalt Binders through the Surface Science Approach","volume":"27","author":"Hossain","year":"2015","journal-title":"J. Mater. Civ. 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