Research integrates heterogeneous catalysis, surface/coating engineering, and gas‑selective membranes to intensify reactors for low‑carbon fuels. Designs and tests membrane‑assisted processes for hydrogen and syngas with higher conversion, selectivity, and long‑term stability.