Machine-learning-assisted descriptor identification for catalysts in catalytic ozonation of VOCs

Qi Jiang; Shaobo Chen; Jiayin Liu; Hua Tong; Zhongjun Xu

doi:10.1039/d6cp00260a

journal article Jan 01, 2026

Machine-learning-assisted descriptor identification for catalysts in catalytic ozonation of VOCs

Qi Jiang

Shaobo Chen Jiayin Liu Hua Tong

Zhongjun Xu

Physical Chemistry Chemical Physics Vol. 28 No. 15 pp. 9720-9725 · Royal Society of Chemistry (RSC)

View at Publisher Save 10.1039/d6cp00260a

Abstract

ML is a practical tool for efficient design of catalysts, and provides appropriate descriptors for catalytic ozonation of VOCs.

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References

33

[1]

Jiang Sep. Purif. Technol. (2024) 10.1016/j.seppur.2023.125882

[2]

Simayi Sci. Total Environ. (2022) 10.1016/j.scitotenv.2022.153994

[3]

Wu Int. J. Environ. Res. Public Health (2023) 10.3390/ijerph20053982

[4]

Nakagawa Regul. Toxicol. Pharmacol. (2020) 10.1016/j.yrtph.2020.104617

[5]

Aschengrau Environ. Sci.: Processes Impacts (2020)

[6]

Compositions, sources and health risks of ambient volatile organic compounds (VOCs) at a petrochemical industrial park along the Yangtze River

Huang Zheng, Shaofei Kong, Yingying Yan et al.

Science of The Total Environment 2020 10.1016/j.scitotenv.2019.135505

[7]

Li J. Chem. Technol. Biotechnol. (2020) 10.1002/jctb.6308

[8]

Zhao Sep. Purif. Technol. (2024) 10.1016/j.seppur.2023.125141

[9]

Gopi Arabian J. Chem. (2019) 10.1016/j.arabjc.2016.07.018

[10]

Chen J. Hazard. Mater. (2020) 10.1016/j.jhazmat.2020.122218

[11]

Yang Nano Today (2020) 10.1016/j.nantod.2020.100944

[12]

Tian Environ. Sci. Technol. (2020) 10.1021/acs.est.9b06342

[13]

Zhuang Sep. Purif. Technol. (2022) 10.1016/j.seppur.2022.121191

[14]

Hattori Catal. Today (1995) 10.1016/0920-5861(94)00148-u

[15]

Fu ACS Nano (2023) 10.1021/acsnano.3c03610

[16]

Xiao Adv. Sci. (2024) 10.1002/advs.202309714

[17]

Moghadam Nat. Energy (2024) 10.1038/s41560-023-01417-2

[18]

Sun Chem. Eng. J. (2023) 10.1016/j.cej.2023.147282

[19]

Zhang Sep. Purif. Technol. (2023) 10.1016/j.seppur.2023.123255

[20]

Yang Energy (2024) 10.1016/j.energy.2024.133508

[21]

Wang J. Hazard. Mater. (2011) 10.1016/j.jhazmat.2010.12.070

[22]

Wang Chemosphere (2011) 10.1016/j.chemosphere.2010.12.046

[23]

Lin Chem. Eng. J. (2022) 10.1016/j.cej.2022.134807

[24]

Liang Ind. Eng. Chem. Res. (2011) 10.1021/ie202216m

[25]

Ma Chin. Chem. Lett. (2021) 10.1016/j.cclet.2021.03.031

[26]

Wu Environ. Sci.: Nano (2025)

[27]

Cai Carbon Neutrality (2024) 10.1007/s43979-023-00077-1

[28]

Gu Colloids Surf., A (2023) 10.1016/j.colsurfa.2023.132522

[29]

Zhang J. Environ. Chem. Eng. (2023) 10.1016/j.jece.2023.109299

[30]

Shao Appl. Catal., B (2020) 10.1016/j.apcatb.2020.118662

[31]

Zhang Chem. Eng. J. (2022) 10.1016/j.cej.2021.130929

[32]

Li Environ. Sci. Technol. (2018) 10.1021/acs.est.8b04294

[33]

Jia Catal. Sci. Technol. (2016) 10.1039/c6cy00301j

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Details

Published: Jan 01, 2026
Vol/Issue: 28(15)
Pages: 9720-9725
License: View

Authors

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Qi Jiang