Harnessing confinement effect and interpretable machine learning to predict alkane diffusion in zeolite catalysts

X Xiaobao Wang J Ji Qi (State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Bioactive Materials, Ministry of Education, College of Life Sciences, and Academy for Advanced Interdisciplinary Studies) M Mingyu Wan F Fangzhou Li (Laboratory of Controllable Nanopharmaceuticals, Chinese Academy of Sciences Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, Chinese Academy of Sciences Center for Excellence in Nanoscience, National Center for Nanoscience and Technology) J Jiamin Yuan (State Key Laboratory of Magnetic Resonance Spectroscopy and Imaging, Innovation Academy for Precision Measurement Science and Technology) Z Zhiqiang Liu A Anmin Zheng (Interdisciplinary Institute of NMR and Molecular Sciences, Key Laboratory of Hubei Province for Coal Conversion and New Carbon Materials, School of Chemistry and Chemical Engineering)

Article Details

Volume / Issue Vol. 17, Issue 1
Published April 18, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (7)

X

Xiaobao Wang

J

Ji Qi

State Key Laboratory of Medicinal Chemical Biology, Key Laboratory of Bioactive Materials, Ministry of Education, College of Life Sciences, and Academy for Advanced Interdisciplinary Studies

M

Mingyu Wan

F

Fangzhou Li

Laboratory of Controllable Nanopharmaceuticals, Chinese Academy of Sciences Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, Chinese Academy of Sciences Center for Excellence in Nanoscience, National Center for Nanoscience and Technology

J

Jiamin Yuan

State Key Laboratory of Magnetic Resonance Spectroscopy and Imaging, Innovation Academy for Precision Measurement Science and Technology

Z

Zhiqiang Liu

A

Anmin Zheng

Interdisciplinary Institute of NMR and Molecular Sciences, Key Laboratory of Hubei Province for Coal Conversion and New Carbon Materials, School of Chemistry and Chemical Engineering