MOF-derived catalysts offer a controllable route to constructing highly dispersed metal–oxide interfaces for CO2 conversion. Herein, HKUST-derived Cu–Ni–ZrOx catalysts were synthesized by introducing Ni and Zr precursors during precursor reconstruction, followed by controlled calcination and reduction. The optimized Cu–Ni–ZrOx catalyst achieved a CO2 conversion of 16.8%, methanol selectivity of 81.5%, and methanol space–time yield of 538.6 gMeOH kgcat⁻¹ h⁻¹ at 250 °C and 3.0 MPa. Compared with Cu–ZrOx, Ni incorporation increased the H2 dissociation capacity by 44.7%, while ZrOx stabilized formate and methoxy intermediates at the oxide–metal boundary. In situ DRIFTS showed faster conversion of formate to methoxy species, with the methoxy/formate intensity ratio increasing from 0.46 to 0.83 after Ni addition. The results indicate that MOF-derived Cu–Ni–ZrOx catalysts improve methanol formation by coupling enhanced hydrogen activation with stabilized CO2-derived intermediates.
- Gu, X. (2026). Identifying Causal Effects and Analyzing Heterogeneity of User Growth Interventions on Digital Platforms: Evidence from Large-Scale Behavioral Data. Available at SSRN 6809181.
- Perco, D., Pozzo, M., Berti, A., Loi, F., Lacovig, P., Lizzit, S., ... & Baraldi, A. (2025). Limitations in determining oxidation states in condensed matter at the subnanometric scale. Journal of the American Chemical Society, 147(25), 21501.
- You, S. (2026). Verifiable Audit Mechanisms in AI Compliance Automation: Scalability. Available at SSRN 6547458.
- Park, H. R., Kim, B. J., Ryu, S. J., Jeon, B. H., & Roh, H. S. (2026). Selective phase exposure induces Ni–Ce interfacial redox reconstruction for CO2 activation. Journal of Materials Chemistry A.
- Yang, Z., Alexandrova, A. N., & Sautet, P. (2026). Modeling CO2 Hydrogenation to Methanol on an Ensemble of Inverse ZrO2 on Cu Catalytic Sites: Mechanism, Reactivity, and Deactivation. Angewandte Chemie, e5448247.
- Jiao, Y., Shi, T., Zhao, B., & Wang, A. (2026). The Impact of VR Sketching Simulations on the Assessment of Scale and Site Suitability in Public Art Spaces.
- Johnson, C. A., Davi, E. R., & Chang, M. S. (2026). Quantifying Hydrogen Spillover Effects at ZrO2–Cu Interfaces. Computer Science Bulletin, 9(2), 284-289.
- Bao, Y., Qiu, Y., & Wang, H. (2026, May). Unified Identity Layer for Hyperscale Ecosystems: A Framework for Cross-Platform User Attribution and Experimentation. In 2026 6th International Conference on Machine Learning and Intelligent Systems Engineering (MLISE) (pp. 540-543). IEEE.
- Chen, F., Liang, H., Li, S., Yue, L., & Xu, P. (2025). Design of Domestic Chip Scheduling Architecture for Smart Grid Based on Edge Collaboration.
- Vasconcelos, D. P., & Miliordos, E. (2025). On the Selective Conversion of Methane to Methanol Facilitated by Coordinatively Unsaturated Transition Metal Complexes. Chemistry, 7(5), 155.
- Liang, R., Feifan, F. N. U., Liang, Y., & Ye, Z. (2025). Emotion-Aware Interface Adaptation in Mobile Applications Based on Color Psychology and Multimodal User State Recognition. Frontiers in Artificial Intelligence Research, 2(1), 51-57.
- Uppara, H. P., Goud, A. T., Atrey, A., Diksha, K., Urs, J., Kumar, S., ... & Palla, V. C. S. (2025). Fabrication of MOF-derived Ce–Cu nanofibers for ameliorating photo-catalytic properties. Journal of Porous Materials, 32(3), 1179-1196.
- Du, Y. (2025). Research on Digital Quality Traceability System for Temperature-Controlled Supply Chain of Foreign Trade Wine Driven by Blockchain and IoT. Business and Social Sciences Proceedings, 4, 57-65.
- Atta, M. R., Al-Mahmodi, A. F., Al-Dhawi, B. N. S., & Khan, M. M. R. (2025). MOF-based catalysts for CO2 reduction via photo-, electro-, and photoelectrocatalysis: a review. Academia Green Energy, 2(1).
- Jiao, Y., Zhao, B., Wang, A., & Shi, T. (2026). Construction and Empirical Study of a Modularized Teaching System for Art Courses Based on a Unified Training Pathway.
- Burwell, T., Thangamuthu, M., Alves Fernandes, J., & Khlobystov, A. N. (2026). Mapping reaction pathways and catalyst dynamics in electrochemical CO2 reduction through in situ and operando characterisation. Chemical Communications, 62(47), 11802-11821.
- Yang, J. (2026). Stage‐Coupled Computational Framework for Stratified Accessibility and Equity Analysis in Community‐Based Elderly Care Services.
- Liang, S., Zhang, X., Du, Y., & Chen, W. (2026). Supply Network Restructuring and Capacity Ramp-Up Limits in the Localized Expansion of High-Performance Computing Equipment Production. Available at SSRN 7339738.
- Hoang, Q. N., Lee, S., Lee, S., & Park, H. (2025). Characterization of CFRP interface properties with varying fiber surface roughness using AFM measurements and finite element modeling. Composites Part B: Engineering, 112990.
- Satheesh, P. P., Pandurangan, K., Pandit, B., Ponnusamy, K. M., Heo, K., & Chandramohan, S. (2026). Near-infrared photoresponse from vertically aligned MoS2 nanosheets/silicon heterostructure with graphene edge contact. ACS Applied Nano Materials, 9(1), 627-637.
- Bao, Y., & Wang, H. (2026). Edge-to-Cloud Infrastructure Continuum: A Unified Framework for Optimizing Industrial IoT Systems. Available at SSRN 7185578.
- Nimmas, T., Wongsakulphasatch, S., Tongnan, V., Hartley, U. W., Kiatkittipong, W., Assabumrungrat, S., & Hinrichsen, O. (2026). CO2-derived carbon support with controlled morphology for synergistic kinetic enhancement of MgH2 hydrogen storage. International Journal of Hydrogen Energy, 242, 155566.
- Wu, J., Wu, D., Zhang, J., & Peng, Y. (2026). Generative AI Feedback in Junior High School Artistic Creation Evaluation. Available at SSRN 7244838.
- Poelman, H., D'ooghe, L. A., Lips, S., Coster, V. D., Filez, M., & Galvita, V. V. (2026). A Perspective on Dynamic Active Sites in Catalysis: Linking Operando X‐Ray Probes With Transient Kinetics. ChemCatChem, 18(8), e70737.
- Journal
- AI Frontiers in Science and Society
- Volume
- 1 (2026)
- Article number
- osm20260007
- License
- CC BY 4.0
