Predicting the rates of photocatalytic hydrogen evolution over cocatalyst-deposited TiO2 using machine learning with active photon flux as a unifying feature

Author:

Haghshenas Yousof1,Wong Wei Ping2ORCID,Gunawan Denny1ORCID,Khataee Alireza3,Keyikoğlu Ramazan3,Razmjou Amir4,Kumar Priyank Vijaya1ORCID,Toe Cui Ying15ORCID,Masood Hassan1,Amal Rose1ORCID,Sethu Vidhyasaharan6,Teoh Wey Yang12ORCID

Affiliation:

1. School of Chemical Engineering, The University of New South Wales, NSW 2052, Australia

2. Department of Chemical Engineering, Sustainable Process Engineering Centre (SPEC), Universiti Malaya, 50603 Kuala Lumpur, Malaysia

3. Department of Environmental Engineering, Gebze Technical University, 41400 Gebze, Turkey

4. Mineral Recovery Research Center (MRRC), School of Engineering, Edith Cowan University, Joondalup, Perth, WA, 6027, Australia

5. School of Engineering, The University of Newcastle, Callaghan, New South Wales 2038, Australia

6. School of Electrical Engineering and Telecommunications, The University of New South Wales, NSW 2052, Australia

Abstract

An accurate model for predicting TiO2 photocatalytic hydrogen evolution reaction (HER) rates is hereby presented.

Funder

Australian Research Council

Universiti Malaya

Ministry of Higher Education, Malaysia

Publisher

Royal Society of Chemistry (RSC)

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