Works across nanoporous materials and metal-organic frameworks, combining high-throughput computational screening with synthesis and device integration to optimize gas storage, CO2 capture, and chemical sensing; emphasizes structure–property relationships, defect engineering, and scalable, data-guided materials discovery.