“…However, the poor conversion rate and product selectivity in photo- and electro-catalysis restrict their large-scale application in the industry ( Sekine et al., 2016 ; Kulandaivalu et al., 2020 ). In comparison, featured with the satisfactory catalytic performances of CO 2 transformations, thermo-catalysis is more competitive, mainly including hydrogenations ( Ashok et al., 2017 , 2020a ; Ashok et al., 2020b ; Bian et al., 2020a ; Dewangan et al., 2020 ; Hongmanorom et al., 2021b , 2021a ; Pati et al., 2020 ; Yu et al., 2018a , 2018b ; Poerjoto et al., 2021 ; Li et al., 2021a ; Wai et al., 2020 ; Gao et al., 2022a , 2022b ), reforming ( Li et al., 2016 , 2020 ; Bian et al., 2017 , 2021 , 2016 , 2021 ; Bian and Kawi, 2017 ; Li and Kawi, 2018 ; Gao et al., 2020b , 2021a , 2021b , 2022a , 2022b ; Kawi et al., 2015 ; Das et al., 2020a , 2020b , 2020b ; Mo et al., 2014 ; Ashok et al., 2018 ; Kathiraser et al., 2013a , 2013b ; Hu et al., 2020 , 2021 , 2020 ) and reversed water-gas shift reaction ( Chen et al., 2020b ; Liu et al., 2020a , 2020b , 2020b ).…”