Adaptive Catalysis Group

Revealing and controlling dynamic catalyst evolution through atomically precise design and operando structural characterization.

We study how catalytic structures form, evolve, reconstruct, and deactivate under reaction conditions, and how these dynamic processes can be controlled to improve catalytic activity, selectivity, and stability. Our research combines atomically precise catalyst design with structural characterization across multiple length scales, with particular emphasis on multinuclear metal sites confined in porous materials.

Our central goal is to move beyond static structure–activity correlations and establish dynamic structure–function relationships that describe the working catalyst.

Explore our research →


Research Themes

1. Dynamic Catalyst Evolution

We investigate reaction-induced restructuring of active sites, including changes in nuclearity, coordination environment, spatial distribution, and metal–support interactions. A major objective is to distinguish reversible structural adaptation from irreversible deactivation.

2. Atomically Precise Multinuclear Catalysts

We develop strategies to construct isolated and low-nuclearity metal ensembles within porous hosts. Precise control of metal nuclearity and local coordination provides model platforms for understanding cooperative catalytic functions.

3. Operando Structural Characterization

We integrate X-ray and neutron diffraction, total scattering and pair distribution function analysis, and X-ray absorption spectroscopy to follow catalyst structures under working conditions and connect structural evolution with catalytic performance.

Research directions →


Publication Highlights

  1. Trinuclear Metal Cluster Engineering
    Chen, T.#, Li, Y.#, Ho, P.-L.#, et al. “Unraveling the Nuclearity Effect of Atomically Choreographed Triatom Cu3 Clusters Supported on Zeolites.” J. Am. Chem. Soc. 2025, 147(20), 17170–17180. [DOI]

  2. Cu–Co Dual-Atom Catalysts
    Chen, T.#, Yu, W.#, Wun, C. K. T., et al. “Cu–Co Dual-Atom Catalysts Supported on Hierarchical USY Zeolites for an Efficient Cross-Dehydrogenative C(sp2)–N Coupling Reaction.” J. Am. Chem. Soc. 2023, 145(15), 8464–8473. [DOI]

  3. Chiral Recognition in Zeolites
    Chen, T., Huang, B., Day, S., et al. “Differential Adsorption of L- and D-Lysine on Achiral MFI Zeolites.” Angew. Chem. Int. Ed. 2020, 59(3), 1093–1097. [DOI]

  4. Atomically Precise Bimetallic Catalysts
    Chen, T.#, Wang, Y.#, Xue, Q., et al. “Atomically Precise Bimetallic Metal Ensembles with Tailorable Synergistic Effects.” Cell Reports Phys. Sci. 2022, 3(4), 100850. [DOI]

View all 55 publications →


Our Team

The Adaptive Catalysis Group brings together postdoctoral researchers, PhD students, and research assistants working on catalyst synthesis, structural characterization, and reaction mechanisms.

Postdoctoral Research Fellows
Dr. Biyuan Liu · Dr. Lingfeng Jia · Dr. Xuezhen Feng

PhD Students
Mr. Binwen Zeng · Ms. Lei Xie

Research Assistants
Ms. Wan Zhang · Mr. Feixuan Li

Meet the group →


Research Support

Current research support includes:

  • National Natural Science Foundation of China (NSFC) Young Scientists Fund (Category C), PI, 2027–2030, RMB 300,000
  • Presidential Global Impact Postdoctoral Fellowship Scheme, Co-PI, 2027–2030, HKD 1,580,000
  • PolyU Start-up Fund, PI, 2025–2026, HKD 300,000

Funding details →


News

Sep. 2026: Mr. Binwen Zeng joined the group as a PhD student, co-supervised with Prof. Tsz Woon Benedict Lo. 🎉

Sep. 2026: Ms. Lei Xie joined the group as a first-year PhD student, co-supervised with Prof. Ka-fu Joseph Yung. 🎉

Sep. 2026: Mr. Feixuan Li joined the group as a Research Assistant based at DYBRI. 🎉

Sep. 2026: Dr. Jiawei Zhao joined Northwestern Polytechnical University as a Professor. We thank him for his contributions to the group and wish him every success in his new position.

June 2026: Ms. Wan Zhang joined the group as a Research Assistant based at DYBRI. 🎉

May 2026: Dr. Xuezhen Feng joined the group as a Postdoctoral Research Fellow. 🎉

Jan. 2026: Dr. Lingfeng Jia joined the group as a Postdoctoral Research Fellow. 🎉

Dec. 2025: Tianxiang Chen joined the Department of Chemistry (CHEM) at The Hong Kong Polytechnic University as a Research Assistant Professor.


Join Us

We welcome researchers and students interested in dynamic catalysis, atomically precise active-site design, porous catalytic materials, and operando structural characterization.

Opportunities and contact →