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Hydrogen energy plays a pivotal role in the sustainable energy transition. Methanol steam reforming offers an efficient route for decentralized hydrogen production, yet catalyst limitations persist. This work employs entropy engineering to design lanthanide perovskite catalysts via sol-gel synthesis. Structural analyses reveal entropy-driven lattice distortion, enhanced disorder, and elevated oxyg
