Design principles and interface engineering of the organic-inorganic hybrid S-scheme heterojunctions for advancing photocatalysis
Source abstract
Abstract
Organic-inorganic hybrid S-scheme heterojunctions have emerged as a pivotal system for overcoming the efficiency bottleneck of traditional photocatalysis. They integrate the structural designability of organic phases and high stability of inorganic phases, while retaining strong redox capability and suppressing charge recombination—thus realizing a synergistic advantage that single-component materials lack. Distinct from previous reviews, this article establishes “interface engineering” as the central thread, systematically integrating the entire research chain of organic-inorganic hybrid S-scheme heterojunctions from design and regulation to application. First, we propose a three-dimensional classification framework that goes beyond conventional material-based taxonomies, categorizing systems according to organic-phase type, interfacial interaction mode, and inorganic-component function, thereby establishing universal design principles and analyzing structure–performance relationships. Subsequently, we elaborate the interfacial charge-regulation mechanisms, such as built-in electric fields, defect engineering, and band matching, and emphasize how advanced characterization techniques (e.g., femtosecond transient absorption spectroscopy, in-situ X-ray photoelectron spectroscopy) coupled with theoretical modeling decode interface dynamics, enabling cross-scale correlation from microscopic charge transfer to macroscopic catalytic performance. Beyond summarizing applications in energy conversion (e.g., H2 production, CO2 reduction) and environmental remediation (e.g., pollutant degradation, heavy-metal reduction) together with their performance-enhancement principles, we directly address the core challenges for industrial translation, including insufficient interfacial stability, difficulties in mechanism quantification, and bottlenecks in large-scale fabrication. Finally, future directions such as dynamic interface design, multi-functional integration, and industrialization exploration are outlined. This review aims to provide comprehensive and unique guidance for designing high-performance S-scheme heterojunctions, advancing photocatalytic technology to address energy and environmental issues, and thereby building an interdisciplinary bridge toward carbon neutrality. Proposes an innovative three-dimensional classification framework: Breaking through traditional material-centric classification criteria, it establishes universal design principles for S-scheme heterojunctions by integrating organic phase diversity, modes of interfacial interaction, and functional roles of the inorganic component. Elucidates interfacial charge kinetics mechanisms: Systematically reveals the core roles of interface engineering, such as built-in electric field enhancement and defect-mediated synergy. This enables precise control over charge separation, boosting efficiency by 50–80% while retaining strong redox capabilities. Bridges fundamental research and practical application: Deeply integrates advanced characterization, theoretical modeling, and performance analysis to propose a practical "science-technology-industry" roadmap, aiming to address the core challenges in scaling up photocatalytic technology for energy and environmental applications.
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Research context
OpenAlex topics: TiO2 Photocatalysis and Solar Cells · Polyoxometalates: Synthesis and Applications · Advanced Photocatalysis Techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (100+)
Show source-provided references
1. Kim D, You J, Lee DH, Hong H, Kim D, Park Y (2024) Photocatalytic furan-to-pyrrole conversion. Science 386:99–10510.1126/science.adq6245 ↗
2. Zhang H, Chen JX, Qu JP, Kang YB (2024) Photocatalytic low-temperature defluorination of PFASs. Nature 635:610–61710.1038/s41586-024-08179-1 ↗
3. Niu Q, Dong S, Tian J, Huang G, Bi J, Wu L (2022) Porphyrin-Containing MOFs and COFs as Heterogeneous Photosensitizers for Singlet Oxygen-Based Antimicrobial Nanodevices. ACS Appl Mater Interfaces 14: 24299-24308Dong10.1021/acsami.2c02439 ↗
4. Shao LY, Wang Y, Meng J, Yue JN, Zhang AM, Yuan WY, Li SN, Zhai QG (2025) Exclusive Bridged *OCHO Pathway Activated by Phenol-Quinone Conversion on the Surface of Cu(OH)2 for Highly Selective Formate Production in CO2 Electroreduction. Adv Funct Mater e14222–e14231
5. Li X, Wang J, Xue F, Wu Y, Xu H, Yi T (2021) An imine-linked metal–organic framework as a reactive oxygen species generator. Angew Chem Int Ed 60:2534–2540. https://doi.org/10.1002/anie.20250621510.1002/anie.202506215 ↗
6. Wu J, Wang Y, Zhang S, Liu Y, Wang F (2023) Poly (dibenzothiophene-S, S-dioxide)-Fe2O3 heterojunction for photocatalytic hydrogen production coupled with selective oxidation of benzyl alcohol. Appl Catal B 332:122741–12275110.1016/j.apcatb.2023.122741 ↗
7. Lv Z, Yang Y, Zhang L, Feng P, Zhai X, Zhou C (2025) Reversible conversion superwetting coatings with TiO2-based heterojunction materials for enhancing efficient oily water treatment and water purification. J Hazard Mater 497:139689–13970710.1016/j.jhazmat.2025.139689 ↗
8. Wang C, Kong X, Wang L, Yin F, Zheng F, Liu S, Liu Q, Zhuang Q, Ju Z, Zhang J (2025) Mechanistically engineered heterojunction from spent LFP for efficient oxygen evolution electrocatalysis. Angew Chem Int Ed 64:e202516122–e20251613210.1002/anie.202516122 ↗
9. Sun F, Zhang W, Yu F, Zhang LH (2025) Heterojunction catalysts for enhanced electrochemical nitrate reduction to ammonia: mechanisms, advances, and prospects. Small 21:e09169–e0918510.1002/smll.202509169 ↗
10. Yu F, Zhu Z, Wang S, Wang J, Xu Z, Song F, Dong Z, Zhang Z (2022) Novel donor-acceptor acceptor ternary conjugated microporous polymers with boosting forward charge separation and suppressing backward charge recombination for photocatalytic reduction of uranium (VI). Appl Catal B 301:120819–12082910.1016/j.apcatb.2021.120819 ↗
11. Lan J, Zhang S, Yang L, Chen C, Wu H, Feng L, An D, Chen J (2025) High-power polysulfide redox flow batteries via an interfacial electron field on a 2D mesoporous heterojunction. ACS Nano. https://doi.org/10.1021/acsnano.5c0987310.1021/acsnano.5c09873 ↗
12. Deng Z, Liu Q, Sun P, Zhao H, Cao X, Xiong S, Zhang D, Zhai H, Zhang W (2025) Facilitating exciton dissociation in conjugated microporous polymers for photocatalytic degradation of tetracycline via a gradient N doping strategy. Sep Purif Technol 357:130123–13013110.1016/j.seppur.2024.130123 ↗
13. Jiang H, Xue W, Xiao Y, Yang L-M, Xia BY, You B (2025) Convergent electrochemical–chemical tandem catalysis synthesis of ethylene oxide from CO2 and water at ambient conditions. Angew Chem Int Ed 64:e202514638–e20251464710.1002/anie.202514638 ↗
14. Tremblay PL, Xu M, Joya MB, Wang Y, He C, Li Z, Li L, Xu K, Feng Y, Zhang T (2025) A biopiezocatalyst harnessing mechanical energy to enhance bioplastic production from CO2 and organic carbon. Nat Commun 16:8141–815210.1038/s41467-025-63576-y ↗
15. Zhang NN, Sun Y, Liu XR, Yin R, Wang Y, Wang SY, Wei JZ, Zhang G, Dong H, Zhang FM (2025) 2D MOF/COF Heterojunction for Efficient Photothermal Synergistic Catalysis of CO2 Reduction. Adv Funct Mater e23743–e23755
16. Niu Q, Dong S, Tian J, Huang G, Bi J, Wu L (2022) Rational design of novel COF/MOF S-scheme heterojunction photocatalyst for boosting CO2 reduction at gas − solid interface. ACS Appl Mater Interfaces 14:24299–2430810.1021/acsami.2c02439 ↗
17. Zhang L, Zhang J, Yu J, García H (2025) Charge-transfer dynamics in S-scheme photocatalyst. Nat Rev Chem 9:328–34210.1038/s41570-025-00698-3 ↗
18. Li S, Shi J, Chen Y, Mao X, Liu S, Yang Y, Wu H, Jiang Z (2025) Light-driven synthesis of 2-aminoethanol from formaldehyde and ammonia. ACS Catal 15:6595–660510.1021/acscatal.5c00337 ↗
19. Chu X, Liu S, Luan BB, Zhang Y, Xi Y, Shao LH, Zhang FM, Lan YQ (2025) Crystal-facet-controlled internal electric field in MOF/COF heterojunction towards efficient photocatalytic overall water splitting. Angew Chem Int Ed 64:e202422940–e20242294810.1002/anie.202422940 ↗
20. Luan BB, Chu X, Wang Y, Qiao X, Jiang Y, Zhang FM (2024) Construction of COF/COF organic S-scheme heterostructure for enhanced overall water splitting. Adv Mater 36:2412653–241266210.1002/adma.202412653 ↗
21. Xie Z, Diao S, Xu R, Wei G, Wen J, Hu G, Tang T, Jiang L, Li X, Li M, Huang H (2023) Construction of carboxylated-GO and MOFs composites for efficient removal of heavy metal ions. Appl Surf Sci 636:157827–15783810.1016/j.apsusc.2023.157827 ↗
22. Hashemi SA, Ghaffarkhah A, Isari AA, Panahi-Sarmad M, Jiang F, Rojas OJ, Wuttke S, Dincă M, Arjmand M (2025) Advancing from MOFs and COFs to functional macroscopic porous constructs. Adv Mater 3:2411617–241168310.1002/adma.202411617 ↗
23. Wang H, Yu L, Peng J, Zou J, Gong W, Jiang J (2024) Experimental and theoretical investigation of sulfur-doped g-C3N4 nanosheets/FeCo2O4 nanorods S-scheme heterojunction for photocatalytic H2 evolution. Nano Res 17:8007–801610.1007/s12274-024-6823-y ↗
24. Wang Y, Li H, Lin Q, Zhao J, Fang X, Wen N, Zhang Z, Ding Z, Yuan R, Huang X-H, Long J (2023) Nanoscale 0D/1D heterojunction of MAPbBr3/COF toward efficient LED-driven S-S coupling reactions. ACS Catal 13:15493–1550410.1021/acscatal.3c03051 ↗
25. Zhang Y, Qiu J, Zhu B, Fedin MV, Cheng B, Yu J, Zhang L (2022) ZnO/COF S-scheme heterojunction for improved photocatalytic H2O2 production performance. Chem Eng J 444:136584–13659410.1016/j.cej.2022.136584 ↗
26. An D, Zhao S, Zhou Y, Fang J, Zhuo S (2024) Boosting O2 activation by internal electric field regulation in vacancy-enhanced S-scheme heterojunction for efficient degradation of bisphenol A. Chem Eng J 498:155051–15506210.1016/j.cej.2024.155051 ↗
27. Wang C, Zhao Y, Cheng C, Li Q, Guo C, Hu Y (2024) S-scheme heterojunction photocatalysts: mechanism, challenges and opportunities. Coord Chem Rev 521:216177–21619710.1016/j.ccr.2024.216177 ↗
28. Zhao H, Wang L, Liu G, Liu Y, Zhang S, Wang L, Zheng X, Zhou L, Gao J, Shi J, Jiang Y (2023) Hollow Rh-COF@COF S-scheme heterojunction for photocatalytic nicotinamide cofactor regeneration. ACS Catal 13:6619–662910.1021/acscatal.2c06332 ↗
29. Zhang X, Jin Z, Li K, Hu Y, Xu L, Li B (2024) Multifunctional conductive MOFs enhance the photocatalytic hydrogen evolution efficiency of S-type Ni3(HITP)2/TiO2 heterojunctions. Langmuir 40:23729–2373810.1021/acs.langmuir.4c02651 ↗
30. Chen G, Hong M, Ma B, Kuang Y, Rabiee H, Xu X, Dorosti F, Yan P, Shah N, Nanjundan AK, Zhu Z, Wang H, Ge L (2025) Which dominates CO2 to CO electroreduction from low to industrial current density: catalyst activity or CO2 availability? Appl Catal B Environ 35:2500733–2500743
31. He J, Liu L, Fu N, Zhao Y, Zhang L, Feng L, Teng G, Li X, Zhang C (2025) Construction of sulfur-vacancy-modified 0D/2D S-scheme heterojunction for enhancing photocatalytic Cr(VI) reduction. ACS Mater Lett 7:566–57510.1021/acsmaterialslett.4c02286 ↗
32. Wei J, Zhang G, Xie S, Zhang Z, Gao T, Zhang M, Li X (2025) Enhanced interfacial electric field of an S-scheme heterojunction by an ultrasonication-triggered piezoelectric effect for sonocatalytic therapy of bacterial infections. Angew Chem Int Ed 64:e202500441–e20250045110.1002/anie.202500441 ↗
33. Meng Z, Zhang J, Long H, Garcia H, Zhang L, Zhu B, Yu J (2025) Kelvin probe force microscopy reveals spatially resolved charge-transfer mechanism in CdS/BiOBr S-scheme heterojunction photocatalyst. Angew Chem Int Ed 64:e202505456–e20250546610.1002/anie.202505456 ↗
34. Xin Y, Li S, Qian Y, Zhu W, Yuan H, Jiang P, Guo R, Wang L (2020) High-entropy alloys as a platform for catalysis: progress, challenges, and opportunities. ACS Catal 10:11280–1130610.1021/acscatal.0c03617 ↗
35. Tian J, Li J, Guo Y, Liu Z, Liu B, Li J (2024) Oxygen vacancy mediated Bismuth-Based photocatalysts. Adv Powder Mater 3:100201–10021110.1016/j.apmate.2024.100201 ↗
36. Wang Y, Wang S, Fu X, Long J (2025) Quantum tunneling of photogenerated charges for artificial photosynthesis. Acc Chem Res 58:2145–215610.1021/acs.accounts.5c00295 ↗
37. Lu J, Gu S, Li H, Wang Y, Guo M, Zhou G (2023) Review on multi-dimensional assembled S-scheme heterojunction photocatalysts. J Mater Sci Technol 160:214–23910.1016/j.jmst.2023.03.027 ↗
38. Wang L, Zhu B, Zhang J, Ghasemi JB, Mousavi M, Yu J (2022) S-scheme heterojunction photocatalysts for CO2 reduction. Matter 5:4187–421110.1016/j.matt.2022.09.009 ↗
39. Ahamd I, Babar ZUD, Zhang Y, Al-Qattan A, Ben Ahmed S, Li G (2025) Unlocking sunlight driven photocatalysis: synthesis, diversity, and applications of COF-based S-scheme heterojunctions. J Mater Chem A 13:15517–1555310.1039/D5TA01232E ↗
40. Dhakshinamoorthy A, Li Z, Garcia H, Yang S (2024) Metal-organic framework heterojunctions for photocatalysis. Chem Soc Rev 53:3002–303510.1039/D3CS00205E ↗
41. Li H, Liu H, Li C, Liu J, Liu J, Yang Q (2020) Micro-scale spatial location engineering of COF-TiO2 heterojunctions for visible light driven photocatalytic alcohol oxidation. J Mater Chem A 8:18745–1875410.1039/D0TA06442D ↗
42. Chen XR, Cui WR, Liang RP, Zhang CR, Xu RH, Jiang W, Qiu JD (2021) Band gap engineering in Vinylene-Linked covalent organic frameworks for enhanced photocatalytic degradation of organic contaminants and disinfection of bacteria. ACS Appl BioMater 4:6502–651110.1021/acsabm.1c00621 ↗
43. Zhang W, Wan Q, Luo X, Tang H, Tang Z, Huang F, Yu G, Yang H (2025) Structural regulation of sulfone-decorated conjugated polymers for boosting photocatalysis. J Mater Chem A 13:4746–479310.1039/D4TA07264B ↗
44. Leith GA, Martin CR, Mayers JM, Kittikhunnatham P, Larsen RW, Shustova NB (2021) Confinement-guided photophysics in MOFs, COFs, and cages. Chem Soc Rev 50:4382–441010.1039/D0CS01519A ↗
45. Liras M, Barawi M (2019) Peña o’shea, hybrid materials based on conjugated polymers and inorganic semiconductors as photocatalysts: from environmental to energy applications. Chem Soc Rev 48:5454–548710.1039/C9CS00377K ↗
46. Zhou K, Qi B, Liu Z, Wang X, Sun Y, Zhang L (2024) Advanced Organic-Inorganic Hybrid Materials for Optoelectronic Applications. Adv Funct Mater 34:2411671–241173210.1002/adfm.202411671 ↗
47. Xing Z, Wang S, Sun Q (2025) Reticular framework materials as versatile platforms for controllable polymer synthesis. Chem Soc Rev 54:8019–807010.1039/D5CS00749F ↗
48. Xiao M, Wei Y, Yu R (2023) Covalent Organic Frameworks Based Inorganic/Organic Composite Materials for Photocatalytic Applications. ChemNanoMat 9:e202200408–e20220042910.1002/cnma.202200408 ↗
49. Li T, Pan Y, Shao B, Zhang X, Wu T, He Q, He M, Ge L, Zhou L, Liu S, Zheng X, Ye J, Liu Z (2023) Covalent-Organic Framework (COF)-Core-Shell Composites: Classification, Synthesis, Properties, and Applications. Adv Funct Mater 33:2304990–230502410.1002/adfm.202304990 ↗
50. Chen K, Cai A, Li TT (2023) Covalent Organic Framework-Semiconductor -Based Heterostructures for Photocatalytic Applications. ChemSusChem 16:e202300021–e20230004610.1002/cssc.202300021 ↗
51. Aksu GO, Erucar I, Haslak ZP, Keskin S (2022) Accelerating discovery of COFs for CO2 capture and H2 purification using structurally guided computational screening. Chem Eng J 427:131574–13158710.1016/j.cej.2021.131574 ↗
52. Zhao C, Sun L, Ai Y, Liu W (2022) Adsorption dynamics and intrinsic mechanism of POPs on corrole-based COF: a computational study. J Clean Prod 338:130566–130557510.1016/j.jclepro.2022.130566 ↗
53. Shang D, Li D, Chen B, Luo B, Huang Y, Shi W (2021) 2D-2D SnS2 /covalent organic framework heterojunction photocatalysts for highly enhanced solar-driven hydrogen evolution without cocatalysts. ACS Sustain Chem Eng 9:14238–1424810.1021/acssuschemeng.1c05162 ↗
54. Zhang Y, Qiu J, Zhu B, Fedin MV, Cheng B, Yu J, Zhang L (2022) ZnO/COF S-scheme heterojunction for improved photocatalytic H2O2 production performance. Chem Eng J 444:136584–13659310.1016/j.cej.2022.136584 ↗
55. Xiong W, Dong Y, Pan A (2023) Fabricating a type II heterojunction by growing lead-free perovskite Cs2AgBiBr6 in situ on graphite-like g-C3N4 nanosheets for enhanced photocatalytic CO2 reduction. Nanoscale 15:15619–1562510.1039/D3NR04152B ↗
56. Lin ZF, Tsai CK, Lai YJS, Nguyen TB, Venkatesan P, Doong RA (2025) S-scheme heterojunction of N-carbon dots/g-C3N4/MIL-101(Fe) photocatalytic membrane for peroxymonosulfate-activated photodegradation of Enrofloxacin. 522:167477–16748710.1016/j.cej.2025.167477 ↗
57. Liang S, Li F, Huang F, Wana X, Liu S (2025) Modulating electronic structure of g-C3N4 hosted Co-N4 active sites by axial phosphorus coordination for efficient overall H2O2 photosynthesis from oxygen and water. Chin J Catal 76:47–5510.1016/S1872-2067(25)64735-8 ↗
58. Cai C, Shi J, Liu Q, Zhu Q, Fu Q, Wang W, Duan X (2025) Efficient activation of peracetic acid by Fe-doped g-C3N4 for selective degradation of emerging contaminants: unraveling the role of reactive complex. J Hazard Mater 497:139666–13967810.1016/j.jhazmat.2025.139666 ↗
59. Zhang G, Li X, Wang Y, Gong M, Wang M, Wang B, Liu D (2025) Multisignal conversion electrochemiluminescence strategy based on nanozyme-enhanced nitrogen-vacancy/oxygen-doped g-C3N4 for the detection of cholesterol. Anal Chem 97:18873–1888310.1021/acs.analchem.4c06878 ↗
60. Ran H, Xu Q, Yang Y, Li H, Fan J, Liu G, Zhang L, Zou J, Jin H, Wang S (2024) Progress of covalent organic framework photocatalysts: from crystallinity-stability dilemma to photocatalytic performance improvement. ACS Catal 14:11675–1170410.1021/acscatal.4c02738 ↗
61. Wang S, He F, Zhao X, Zhang J, Ao Z, Wu H, Yin Y, Shi L, Xu X, Zhao C, Wang S, Sun H (2019) Phosphorous doped carbon nitride nanobelts for photodegradation of emerging contaminants and hydrogen evolution. Appl Catal B Environ 257:117931–11794210.1016/j.apcatb.2019.117931 ↗
62. Song H, Liu X, Wang Y, Chen L, Zhang J, Zhao C, He F, Dong P, Li B, Wang S, Wang S, Sun H (2022) Synergy of intermolecular donor-acceptor and ultrathin structures in crystalline carbon nitride for efficient photocatalytic hydrogen evolution. J Colloid Interface Sci 607:1603–161210.1016/j.jcis.2021.09.088 ↗
63. Wang S, Zhao H, Zhao X, Zhang J, Ao Z, Dong P, He F, Wu H, Xu X, Shi L, Zhao C, Wang S, Sun H (2020) Surface engineering of hollow carbon nitride microspheres for efficient photoredox catalysis. Chem Eng J 381:12259310.1016/j.cej.2019.122593 ↗
64. Liu LL, Chen F, Wu JH, Chen JJ, Yu HQ (2023) Synergy of crystallinity modulation and intercalation engineering in carbon nitride for boosted H2O2 photosynthesis. Proc Natl Acad Sci U S A 120:e2215305120–e221530512910.1073/pnas.2215305120 ↗
65. Li Y, Han Y, Li H, Niu X, Zhang D, Fan H, Wang K (2024) Chitosan synergizes with bismuth-based metal-organic frameworks to construct double S-type heterojunctions for enhancing photocatalytic antimicrobial activity. Int J Biol Macromol 265:130797–13080710.1016/j.ijbiomac.2024.130797 ↗
66. Zhang M, Wu Y, Cao H, Xu J, Deng J, Zhou T (2025) Efficient photo-degradation of BPA in textile wastewater assisted by primitive carbonate: the exceptional contribution of PMS in magnetic COF S-scheme heterojunctions. J Mater Chem A 13:21048–2106210.1039/D5TA03190G ↗
67. Sun R, Yin H, Zhang Z, Wang Y, Liang T, Zhang S, Jing L (2021) Graphene-modulated PDI/g-C3N4 all-organic S-scheme heterojunction photocatalysts for efficient CO2 reduction under full-spectrum irradiation. J Phys Chem C 125:23830–2383910.1021/acs.jpcc.1c07726 ↗
68. Wang J, Yu Y, Cui J, Li X, Zhang Y, Wang C, Yu X, Ye J (2022) Defective g-C3N4 covalent organic framework van der Waals heterojunction toward highly efficient S-scheme CO2 photoreduction. Appl Catal B Environ 301:120814–12082410.1016/j.apcatb.2021.120814 ↗
69. Gao RQ, Shen RC, Huang C, Huang KH, Liang GJ, Zhang P, Li X (2025) 2D/2D Hydrogen-Bonded Organic Frameworks/Covalent Organic Frameworks S-Scheme Heterojunctions for Photocatalytic Hydrogen Evolution. Angew Chem Int Ed 64:e202414229–e20241423710.1002/anie.202416919 ↗
70. Feng C, Rong J, Zhang Y, Zheng X, Li X, Xu S, Li Z (2023) An S-scheme CeO2/foveolate g-C3N4 composite with horseradish peroxidase activity for photo-enzyme synergistic catalytic degradation of phenanthrene. Appl Catal B Environ 337:123005–12301710.1016/j.apcatb.2023.123005 ↗
71. Zhou P, Wang Y, Yan X, Gan Y, Xia C, Xu Y, Xie M (2024) Nitrogen-defect-modified g-C3N4/BaFe12O19 S-scheme heterojunction photocatalyst with enhanced advanced oxidation technology synergistic photothermal degradation ability of antibiotic: insights into performance, electron transfer pathways and toxicity. Appl Catal B Environ 343:123485–12349810.1016/j.apcatb.2023.123485 ↗
72. Hu Z, Wang Y, Wang L, Wang Q, Zhang Q, Cui F, Jiang G (2024) Synthesis of S-type heterostructure π-COF for photocatalytic tetracycline degradation. Chem Eng J 479:147534–14754410.1016/j.cej.2023.147534 ↗
73. Li H, Wang W, Xu K, Cheng B, Xu J, Cao S (2025) Solar-driven H2O2 production by S-scheme heterojunction photocatalyst. Chin J Catal 72:24–4710.1016/S1872-2067(24)60257-3 ↗
74. Daliran S, Blanco M, Dhakshinamoorthy A, Oveisi AR, Alemán J, García H (2024) Defects and disorder in covalent organic frameworks for advanced applications. Adv Funct Mater 34:2312912–231295110.1002/adfm.202312912 ↗
75. Yang J, Zhao Z, Liu X, Yang H, Yang J, Zhou M, Li S, Liu X, Xu X, Cheng C (2025) Homologous heteropolyaromatic covalent organic frameworks for enhancing photocatalytic hydrogen peroxide production and aerobic oxidation. Nat Commun 16:7654–766810.1038/s41467-025-62937-x ↗
76. Ma X, Li S, Gao Y, Li N, Han Y, Pan H, Bian Y, Jiang J (2024) S-scheme heterojunction fabricated from covalent organic framework and quantum dot for enhanced photosynthesis of hydrogen peroxide from water and air. Adv Funct Mater 34:2409913–240992710.1002/adfm.202409913 ↗
77. Ghasemi GM, Lu JL, Jia BH, Wen XM (2025) Steady state and transient absorption spectroscopy in metal halide perovskites. Chem Soc Rev 54:1644–168310.1039/D4CS00985A ↗
78. Wang Z, Bie C (2026) HOF/COF 2D/2D S-scheme heterojunction for photocatalytic H2 production. J Mater Sci Technol 243:206–20810.1016/j.jmst.2025.04.028 ↗
79. Burke JH, Bae DY, Wallick RF, Dykstra CP, Rossi TC, Smith LE, Leahy CA, Schaller RD, Mirica LM, Vura-Weis J, van der Veen RM (2024) High-spin state of a ferrocene electron donor revealed by optical and X-ray transient absorption spectroscopy. J Am Chem Soc 146:21651–2166310.1021/jacs.4c05646 ↗
80. Yang Y, Jiang Z, Liu Y, Guan T, Zhang Q, Qin C, Jiang K, Liu Y (2022) Transient absorption spectroscopy of a carbazole-based room-temperature phosphorescent molecule: real-time monitoring of singlet-triplet transitions. J Phys Chem Lett 13:9381–938910.1021/acs.jpclett.2c02519 ↗
81. Cheng C et al (2023) Verifying the charge-transfer mechanism in S-scheme heterojunctions using femtosecond transient absorption spectroscopy. Angew Chem Int Ed 62:e202218688–e20221869810.1002/anie.202218688 ↗
82. Allen AM, Dornshuld LNO, Gonzalez Franco PA, Allen WD, Schaefer HF (2025) Tests of the DFT ladder for the fulminic acid challenge. J Am Chem Soc 147:14088–1410410.1021/jacs.4c13823 ↗
83. Wang J, Zhao Q, Li Z, Xiao Y, Zhang X, Zhong N, Zhao H, Jing L, Tommaso DD, Crespo-Otero R, Kibria MG, Hu J (2025) Selective photocatalytic glucaric acid production from TEMPO-mediated glucose oxidation on alkalized carbon nitride. Appl Catal B Environ 360:124526–12453610.1016/j.apcatb.2024.124526 ↗
84. Lin J, Tian W, Zhang H, Sun H, Wang S (2024) Electronic structure and functions of carbon nitride in frontier green catalysis. Acc Chem Res 57:2303–231510.1021/acs.accounts.4c00266 ↗
85. Badreldin A, Bouhali O, Abdel-Wahab A (2023) Complimentary computational cues for water electrocatalysis: a DFT and ML perspective. Adv Funct Mater 34:2312425–231243510.1002/adfm.202312425 ↗
86. Wang YN, Wang X, Liu S, Zhang L, Dai X, Bai R, Li SJ, Lan Y (2025) DFT study on multi-carbonylation in a valence-switchable model. J Catal 451:116398–11640810.1016/j.jcat.2025.116398 ↗
87. Cai J, Liang Q, Luo M (2025) Synergistic acceleration of adsorbent material development by DFT and ML for CO2 capture. Chem Eng Technol 48:e70054–e7006210.1002/ceat.70054 ↗
88. Lin J, Wang Y, Tian W, Zhang H, Sun H, Wang S (2023) Macroporous carbon-nitride-supported transition-metal single-atom catalysts for photocatalytic hydrogen production from ammonia splitting. ACS Catal 13:11711–1172210.1021/acscatal.3c02076 ↗
89. Chen L, Zhao X, Duan X, Zhang J, Ao Z, Li P, Wang S, Wang Y, Cheng S, Zhao H, He F, Dong P, Zhao C, Wang S, Sun H (2020) Graphitic carbon nitride microtubes for efficient photocatalytic overall water splitting: the morphology derived electrical field enhancement. ACS Sustain Chem Eng 8:14386–1439610.1021/acssuschemeng.0c04097 ↗
90. Byeon A, Choi JW, Lee HW, Yun WC, Zhang W, Hwang CK, Lee SY, Han SS, Kim JM, Lee JW (2023) CO2-derived edge-boron-doped hierarchical porous carbon catalysts for highly effective electrochemical H2O2 production. Appl Catal B 332:122741–12275210.1016/j.apcatb.2023.122741 ↗
91. Ye Y, Yao Y, Chen H, Guo S, Li J, Wang L (2019) Structure, mechanical and tribological properties in seawater of multilayer TiSiN/Ni coatings prepared by cathodic arc method. Appl Surf Sci 493:1177–118610.1016/j.apsusc.2019.07.140 ↗
92. Pan Y, Huang Z, Zheng D, Yang C (2023) Interface engineering of sandwich SiO2@α-Fe2O3@COF core-shell S-Scheme heterojunctions for efficient photocatalytic oxidation of gas-phase H₂S. J Colloid Interface Sci 644:19–2810.1016/j.jcis.2023.03.195 ↗
93. Cheng C, Zhang J, Zhu B, Liang G, Zhang L, Yu J (2023) Promoting solar-driven hydrogen peroxide production over thiazole-based conjugated polymers via generating and converting singlet oxygen. Angew Chem Int Ed 62:e202218688–e20221869810.1002/anie.202218688 ↗
94. Yu F, Zhu Z, Wang S, Peng Y, Xu Z, Tao Y, Xiong J, Fan Q, Luo F (2021) Tunable perylene-based donor-acceptor conjugated microporous polymer to significantly enhance photocatalytic uranium extraction from seawater. Chem Eng J 412:127558–12756810.1016/j.cej.2020.127558 ↗
95. Pannwitz A, Wenger OS (2017) Photoinduced electron transfer coupled to donor deprotonation and acceptor protonation in a molecular triad mimicking photosystem II. J Am Chem Soc 139:13308–1331110.1021/jacs.7b08761 ↗
96. Xu X, Liu J, Sun Y, Li Z (2025) Molecular engineering of novel D-A1-A2 conjugated microporous polymers by efficient electron donor for highly enhanced photocatalytic hydrogen generation. Sep Purif Technol 364:132454–13246410.1016/j.seppur.2025.132454 ↗
97. Liang R, Luo J, Lin S, Li Z, Dong Z, Wu Y, Wang Y, Cao X, Meng C, Yu F, Liu Y, Zhang Z (2023) Boosting the photoreduction uranium activity for donor-acceptor-acceptor type conjugated microporous polymers by statistical copolymerization. Sep Purif Technol 312:123291–12329910.1016/j.seppur.2023.123291 ↗
98. Castano I, Evans AM, Reis RD, Dravid VP, Gianneschi NC, Dichtel WR (2021) Mapping grains, boundaries, and defects in 2D covalent organic framework thin films. Chem Mater 33:1341–135210.1021/acs.chemmater.0c04382 ↗
99. Chen H, Shi Z, Hsu TG, Wang J (2021) Overcoming the low driving force in forming depolymerizable polymers through monomer isomerization. Angew Chem Int Ed 60:25493–2549810.1002/anie.202111181 ↗
100. Lu GL, Huang XB, Li Y, Zhao GX, Pang GS (2020) Covalently integrated core-shell MOF@COF hybrids as efficient visible-light-driven photocatalysts for selective oxidation of alcohols. J Energy Chem 43:8–1510.1016/j.jechem.2019.07.014 ↗