Xinqi Zheng

Jan 14, 2025 | nature.com | Xinqi Zheng

AbstractFeature selection (FS) is a critical step in hyperspectral image (HSI) classification, essential for reducing data dimensionality while preserving classification accuracy. However, FS for HSIs remains an NP-hard challenge, as existing swarm intelligence and evolutionary algorithms (SIEAs) often suffer from limited exploration capabilities or susceptibility to local optima, particularly in high-dimensional scenarios.

Apr 18, 2024 | pubs.rsc.org | Hao Yu |Ang Gao |Shipeng Shen |Xinqi Zheng

Prismatic alkali-ion environment suppresses plateau hysteresis in lattice oxygen redox reactions Voltage hysteresis as the toughest challenge hampers the development of Lattice Oxygen Redox (LOR) in high-energy density positive electrode. Finding out the decisive factor in voltage hysteresis of LOR is crucial for suppressing the irreversibility at its source.