The relentless demand for portable electronics and electric vehicles has intensified the quest for next-generation battery technologies that offer enhanced energy density, faster charging times, and extended lifespans. Traditional lithium-ion batteries are reaching their boundaries, prompting researchers to explore novel materials with exceptional