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  • PrivEdge: a hybrid split–federated learning framework for real-time electricity theft detection on edge nodes

  • Carr, D. & Thomson, M. Non-technical electricity losses. Energies 15(6), 2218. https://doi.org/10.3390/en15062218 (2022).

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  • Glauner, P., Meira, J. A., Valtchev, P., State, R. & Bettinger, F. The…

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  • BGC-LiteNet: BeiDou grid code embedded lightweight neural architecture for real-time UAV fire detection and localization

  • Agbeshie, A. A., Abugre, S., Atta-Darkwa, T. & Awuah, R. A review of the effects of forest fire on soil properties. J. For. Res. 33, 1419–1441 (2022).

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  • Kala, C. P. Environmental and…

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  • Wearable optomyography enables continuous neuroprosthetic control

  • Mourtzis, D., Angelopoulos, J. & Panopoulos, N. The Future of the Human–Machine Interface (HMI) in Society 5.0. Futur. Internet 15, 1–25, https://doi.org/10.3390/fi15050162 (2023).

  • Parker, P. A. & Scott, R. N. Myoelectric control of…

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  • Validation of ferroptosis in zebrafish as a reliable model for phenotypic studies

  • Dixon, S. J. et al. Ferroptosis: An Iron-Dependent Form of Nonapoptotic Cell Death. Cell 149, 1060–1072 (2012).

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  • mRNA profiling of mesenchymal stem cell-derived exosomes reveals their function in accelerating wound healing

  • Liangsupree, T., Multia, E. & Riekkola, M.-L. Modern isolation and separation techniques for extracellular vesicles. J. Chromatogr. A 1636, 461773 (2021).

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  • Zhang, H. et al. Exosome-induced…

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  • Optimising the caffeine nap for counteracting driver sleepiness in CPAP treated obstructive sleep apnoea patients

  • Benjafield, et al. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis. Lancet Respir Med. 7(8), 687–698. https://doi.org/10.1016/s2213-2600(19)30198-5 (2009).

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  • Broadband low-frequency sound absorption and high insulation in a clay-cement composite with hydrogel-foaming engineered gradient porosity

  • Zhou, Y. et al. Modulation of pore structure in fly ash-based porous ceramics via sodium dihydrogen phosphate and its hydrophobic modification. Ceram. Int. 51, 44354–44363 (2025).

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  • Chen, S. et…

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  • Classification of fallers and non-fallers in older adults using electrical IMU signal for gait analysis and explainable deep learning

  • Liu, Y. et al. Global, regional, and national burden of falls among older adults: findings from the Global Burden of Disease Study 2021 and projections to 2040. NPJ Aging 11, 38 (2025).

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  • World…

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  • A crisscross-strategy-boosted beaver behavior optimizer for global optimization and oil reservoir production

  • Zhu, W. et al. An enhanced RIME optimizer with horizontal and vertical crossover for discriminating microseismic and blasting signals in deep mines. Sensors 23, 8787 (2023).

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  • Waibel, C.,…

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