Exploratory machine learning analysis of research trends in photocatalytic cementitious materials
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OpenAlex topics: TiO2 Photocatalysis and Solar Cells · Advanced Photocatalysis Techniques · Microbial Applications in Construction Materials
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References (100+)
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1. World Health Organization. Ambient (outdoor) air pollution 2024.
2. Urban air pollution: sources, impacts, and sustainable mitigation strategies for a cleaner future10.30574/wjarr.2023.20.1.1779 ↗
3. An overview of the environmental and health consequences of air pollution
4. Understanding responses of atmospheric pollution and its variability to contradicting nexus of urbanization industrial emission control in Haldia, an industrial city of West Bengal10.1007/s12524-022-01649-x ↗
5. Development of TiO2–CaCO3 based composites as an affordable building material for the photocatalytic abatement of hazardous NOx from the environment10.3390/nano14020136 ↗
6. Synergistic effect of Li, La co-doping on photocatalytic activity of BaTiO3 ferroelectric material for effective degradation of toxic NOx for environmental remediation10.1016/j.jece.2024.112801 ↗
7. Eco-friendly concrete solutions: the role of titanium dioxide nanoparticles in enhancing durability and reducing environmental pollutants - a review10.13074/jent.2024.09.243894 ↗
8. Study on photocatalytic performance of carbonated coating supported TiO₂@SiO₂
9. Recent advances in photocatalysis on cement-based materials
10. Highly photocatalytic efficiency and scour-durable of CO₂ capture photocatalytic materials10.1016/j.conbuildmat.2023.133743 ↗
11. Characterization and photocatalytic performance of cement mortars with incorporation of TiO₂ and mineral admixtures10.1007/s11356-023-29084-6 ↗
12. Tania M. Automated classification and trend analysis of large language model survey papers using machine learning and natural language processing techniques 2024. 10.31224/3984.10.31224/3984 ↗
13. Hu Y., Liu D., Wang Q., Yu C., Ji H., Xiong J. Automating knowledge discovery from scientific literature via LLMs: a dual-agent approach with progressive ontology prompting 2024. 10.48550/arxiv.2409.00054.
14. Some bibliometric procedures for analyzing and evaluating research fields
15. Bihari A., Tripathi S., Deepak A. h-index and its alternative: a review. ArXiv Digital Libraries 2018.
16. Bibliometric analysis: bridging informatics with science
17. TiO₂ cement-based materials: understanding optical properties and electronic band structure of complex matrices10.1016/j.cattod.2016.11.015 ↗
18. Photocatalytic performances and durability of TiO₂/cement composites prepared by a smear method for organic wastewater degradation10.1016/j.ceramint.2019.07.354 ↗
19. Photocatalytic properties, mechanical strength and durability of TiO₂/cement composites prepared by a spraying method for removal of organic pollutants10.1016/j.chemosphere.2020.126813 ↗
20. Advances in TiO₂-enhanced photocatalytic building materials: applications in cement and asphalt for environmental purification10.1007/s44242-024-00059-1 ↗
21. Photocatalytic cement exposed to nitrogen oxides: effect of oxidation and binding10.1016/j.cemconres.2014.03.003 ↗
22. Characteristics and efficiency of photocatalytic cementitious materials: type of binder, roughness and microstructure10.1016/j.cemconres.2015.02.003 ↗
23. Variation of self-cleaning performance of nano-TiO₂ modified mortar caused by carbonation: from hydrates to carbonates10.1016/j.cemconres.2022.106852 ↗
24. Photocatalytic concrete for noₓ abatement: supported TiO₂ efficiencies and impacts10.1016/j.cemconres.2018.11.002 ↗
25. Photocatalytic concrete for noₓ degradation: influence factors and durability10.1016/j.conbuildmat.2021.123835 ↗
26. Visible light responsive rutile TiO₂ photocatalysts mixed with cement: enhancement effect driven by TiO₂/cement interfaces10.1016/j.apsusc.2021.151136 ↗
27. TiO₂-based photocatalytic cementitious composites: materials, properties, influential parameters, and assessment techniques10.3390/nano9101444 ↗
28. Adsorption kinetics of the photocatalytic reaction of nano-TiO₂ cement-based materials: a review
29. Photocatalytic noₓ degradation of concrete surface layers intermixed and spray-coated with nano-TiO₂: influence of experimental factors10.1016/j.cemconcomp.2017.07.022 ↗
30. Photocatalytic degradation of vehicle exhaust by nano-TiO₂ cement slurry: experimental factors and field application10.3390/catal14010021 ↗
31. Effect of well-dispersed nano-TiO₂ on sulphoaluminate cement hydration and its application in photo-degradation10.13168/cs.2017.0029 ↗
32. Effect on addition of nano “titanium dioxide” (TiO₂) on compressive strength of cementitious concrete10.29007/sq9d ↗
33. Investigation on photocatalytic and structural characteristics of normal concrete using TiO₂ at ambient temperature10.1016/j.matpr.2022.08.425 ↗
34. BTEX abatement by photocatalytic TiO₂-bearing coatings applied to cement mortars10.1016/j.buildenv.2013.10.004 ↗
35. A comprehensive evaluation of the photo-catalytic performance of recycled glass aggregate incorporated permeable cement-based mortar with TiO₂ as a photo-catalyst10.1016/j.conbuildmat.2023.134506 ↗
36. Application of titanium dioxide in cement and concrete technology10.4028/www.scientific.net/KEM.687.243 ↗
37. Research regarding the influence of TiO₂ nanoparticles on the performance of cementitious materials
38. Challenges and opportunities of using titanium dioxide photocatalysis on cement-based materials10.3390/coatings12070968 ↗
39. Study the effect of ZnO concentrations on the photocatalytic activity of TiO₂/cement nanocomposites
40. Sol-gel TiO₂ nanoparticles prompt photocatalytic cement for pollution degradation
41. The effect of ratio zeolite and TiO₂ toward the particle size of zeolite/TiO₂ composites
42. Properties of compositions based on cement and modified nanodispersed titanium dioxide10.1134/S2075113319010350 ↗
43. Electrical resistivity characteristics for cement specimens with TiO₂ according to activated carbon content
44. New waste-derived TiO₂ nanoparticles as a potential photocatalytic additive for lime based indoor finishings10.1016/j.jclepro.2022.133853 ↗
45. Photocatalytic performance evaluation of titanium dioxide nanotube-reinforced cement paste10.3390/ma13235423 ↗
46. NOₓ removal ability of photocatalytic cement-based materials with porous structure10.1016/j.jclepro.2022.134396 ↗
47. Influence of coarse aggregate exposure on air purification efficiency in photocatalytic cement composites10.3390/buildings14113639 ↗
48. An investigation of LiNbO₃ photocatalyst coating on concrete surface for improving indoor air quality10.1016/j.conbuildmat.2013.12.072 ↗
49. CO uptake coefficients and photolabile side product yields on TiO₂ treated asphalt and concrete10.1016/j.atmosenv.2016.05.007 ↗
50. Photocatalytic concrete for degrading organic dyes in water
51. Evaluation of reducing NO and SO₂ concentration in nano SiO₂-TiO₂ photocatalytic concrete blocks10.3390/ma14237182 ↗
52. Using nano- and micro-titanium dioxide (TiO₂) in concrete to reduce air pollution10.4172/2157-7439.1000505 ↗
53. Mishra S., Dhada I., Haldar P., Zende P. Evaluation of photocatalytic efficiency of TiO₂ applied over cement plaster for mitigating urban air pollutant: TVOC 2024.10.2139/ssrn.4908890 ↗
54. Air purification performance of photocatalytic concrete paving blocks after seven years of service10.3390/app9091735 ↗
55. Zeng Y., Yang X., Peng L., Tian Z., Zou Z., Tang A. Study the self-cleaner performance of nano-cement based composites under different illumination conditions: impact by nano-TiO₂ hydrogel modified with KH-570 2023.10.2139/ssrn.4991846 ↗
56. Preparation of titanium dioxide nano particle modified photocatalytic self-cleaning concrete10.1016/j.jclepro.2014.10.014 ↗
57. Cardellicchio L. Self-cleaning and colour-preserving efficiency of photocatalytic concrete: case study of the Jubilee Church in Rome n.d.
58. Hamdany · 2019
59. Self-cleaning concretes: an overview
60. Graphene-based TiO₂ cement composites to enhance the antibacterial effect of self-disinfecting surfaces10.3390/catal13091313 ↗
61. Exploring the self-cleaning and antimicrobial efficiency of the magnesium oxychloride cement composites10.1016/j.ceramint.2023.03.266 ↗
62. Toxicity of the cementitious coatings containing nano-TiO₂ towards thiobacillus Thioparus bacterium
63. Effect of addition as antibacterial agent in Portland cement with disc diffusion method
64. Cementitious composite materials for self-sterilization surfaces
65. Effect of nanostructured TiO₂ on rheological properties of fresh cement slurry10.1166/jnn.2020.18492 ↗
66. Preparation and properties of g-C₃N₄-TiO₂ cement-based materials supported by recycled concrete powder10.3390/catal13020312 ↗
67. Surface modification of recycled tire rubber powders with tannic acid and nano-TiO₂ for enhanced performance and photocatalytic properties of rubberized cement-based materials
68. Effect of Engelhard titanosilicate microporous material on photocatalytic performance of cement10.1007/s43452-024-00998-3 ↗
69. Synthesis mechanism of TiO₂ nanoparticles via high frequency electrical arc discharge10.1088/1402-4896/ad8bfa ↗
70. Characterization of nanoparticles in aerosolized photocatalytic and regular cement10.1080/02786826.2019.1578334 ↗
71. Cement microstructure: fostering photocatalysis
72. Effect of the morphology and pore structure of porous building materials on photocatalytic oxidation of air pollutants10.1016/j.apcatb.2018.01.029 ↗
73. NOx removal rate of photocatalytic cementitious materials with TiO2 in wet condition10.1016/j.buildenv.2016.11.037 ↗
74. Photoactive cements: a review10.3390/ma15155407 ↗
75. Photocatalytic property of cement mortars coated with graphene/TiO2 nanocomposites synthesized via sol–gel assisted electrospray method10.1016/j.jclepro.2020.123590 ↗
76. Preparation and characterization of zeolite/TiO₂ cement-based composites with excellent photocatalytic performance10.3390/ma11122485 ↗
77. Contribution of TiO₂ and ZnO nanoparticles to the hydration of Portland cement and photocatalytic properties of high performance concrete
78. NOx degradation by photocatalytic mortars: the underlying role of the CH and C-S-H carbonation10.1016/j.cemconres.2019.105805 ↗
79. Efficiency assessment of TiO₂-based photocatalytic concrete for clean and sustainable construction: a state-of-the-art review
80. Environmental performance of nano-structured Ca(OH)₂/TiO₂ photocatalytic coatings for buildings10.1016/j.buildenv.2015.05.028 ↗
81. Removal effect on stormwater runoff pollution of porous concrete treated with nanometer titanium dioxide10.1016/j.trd.2019.06.001 ↗
82. Photocatalytic materials: recent achievements and near future trends10.1039/C3TA13793G ↗
83. Recent progress in nanomaterials for modern concrete infrastructure: advantages and challenges10.3390/ma12213548 ↗
84. Experimental study of photocatalytic concrete using titanium dioxide
85. Koli V.B., Mavengere S., Kim J.S. An efficient one-pot N doped TiO₂-SiO₂ synthesis 2019.
86. Recent progress in the abatement of hazardous pollutants using photocatalytic TiO₂-based building materials10.3390/nano10091854 ↗
87. Assessing the applicability of photocatalytic-concrete blocks in reducing the concentration of ambient NO₂ of Chandigarh, India, using Box-Behnken response surface design technique10.1155/2021/6468749 ↗
88. Cementitious plates containing TiO₂-N, C photocatalysts for noₓ degradation10.1515/jaots-2015-0207 ↗
89. Batsungnoen · 2020
90. Photocatalytic properties of P25-doped TiO₂ composite film synthesized via sol-gel method on cement substrate10.1016/j.jes.2017.05.029 ↗
91. Incorporation of nano-modified material in the production of smart concrete10.1051/matecconf/201820400005 ↗
92. Nitric oxide reduction by applying various coating methods of TiO₂ on cementitious materials
93. Orthogonal experimentation for optimization of TiO₂ nanoparticles hydrothermal synthesis and photocatalytic property of a TiO₂/concrete composite10.1039/C4RA10588E ↗
94. Evaluation of action mechanism, mix design and some properties of photocatalytic concrete
95. Takabayashi R., Atarashi D., Miyauchi M., Sakai E. Crystallization of anatase TiO₂ on the cement-based material by hydrothermal treatment. Cem. Sci. Concr. Technol. n.d.
96. Computational nanotechnology to predict photocatalysis of titania nanoparticles in cement-based materials
97. King D., Roesler J. Surface and microstructural properties of photocatalytic cements for pavement applications. 2016.
98. Photocatalyst efficiencies in concrete technology: the effect of photocatalyst placement
99. Characterization of durability and photocatalytic properties of TiO₂ cement-based materials
100. Mechanical, physicochemical, microstructural and self-cleaning performance of nano-titanium dioxide containing photocatalytic cement mortars exposed to elevated temperatures10.1080/19648189.2021.1976682 ↗