Synergistic enhancement of reaction and separation for a solar membrane reactor by topology optimization of catalyst bed

•Solar membrane reactor’s catalyst porosity is designed by topology optimization.•The optimized distribution shows numerous inclined porosity radial paths.•Radially enhanced bidirectional transport boosts synergy of reaction and separation.•Maximum CH4 conversion and H2 recovery can be improved by 30.9% and 35.9%.