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Open access 2026

GLM-Net: A Mamba-Based Building Extraction Network With Global–Local Feature Collaboration for Remote Sensing Imagery

The automatic extraction of buildings from remote sensing imagery is crucial for urban planning, change detection, and disaster assessment. Existing CNNs struggle to effectively capture global context, while Transformers are constrained by the quadratic computational complexity of self-attention. These limitations resu...

Xin Zhao, Hua Li, Xiao-Guang Zhang et al. · 0 citations
Review Sep 2026

Emerging Single-Atom Alloys for Electroreduction of Waste Inorganic Nitrogen Sources toward Ammonia

Industrial ammonia synthesis relies heavily on the energy-intensive Haber-Bosch process with substantial CO2 emissions, which stimulates the quest for environmentally friendly alternatives. Recently, electrocatalytic reduction of waste inorganic nitrogen oxide (NOx) species, such as NO3−, NO2−, and NO, has sprouted a...

Yi-Rong Cao, Xian-Long Zhou, Xin Zhao et al. · 0 citations

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