“…Sustainable and green energy alternatives, − including solar power, wind power, hydropower, tidal power, biopower, and hydrogen energy, − have been attracting a considerable amount of interest as a result of the gradual conventional fossil fuel consumption and increasingly severe environmental pollution after entering the 21st century. − Among them, hydrogen (H 2 ) is comprehensively deemed as one of the most potential energy alternatives due to its merits of high energy capacity (142 MJ/kg, triple-fold as that of petrol), − abundant reserves in the earth, and efficiency with environmentally friendly nature, − as well as its classic application in the proton exchange membrane fuel cells. − In this context, increasing attention has been paid to on-demand H 2 evolution from formic acid (FA) as a green and promising H 2 storage and production material because of its excellent volumetric (53.4 g/L) and gravimetric (4.4 wt %) hydrogen capacities, ease of handling and transporting, stability and nontoxicity at room temperature, as well as simple regeneration from cheap and abundant biomass. − Hence, a myriad of homogeneous and heterogeneous catalytic systems are successfully developed for facilitating FA dehydrogenation (eq ) − and avoiding CO poisoning from FA dehydration (eq 2 ) in the on-demand in situ H 2 evolution. − In particular, AgPd bimetal nanostructures (core–shell or alloy) with controlled compositions and morphologies have played a vital role in H 2 evolution from FA because of their ligand effect and strain effect as well as superior catalytic activities. − For example, Lu group first reported a highly efficient robust solid catalyst of PdAg–CeO 2 /MC by anchoring amorphous CeO 2 -modified PdAg alloy onto porous ca...…”