Recently, the ALCF named 10 computational science and engineering research projects for its Aurora Early Science Program. Among them, the PNNL-led NWChemEx Exascale Computing Project that aims to develop a new version of the widely used computational chemistry code, NWChem. NWChemEx will provide the understanding needed to control molecular processes underlying the production of biomass, as well as conversion of biomass to fuels.