The LGR-CE model proposed in this paper employs a lightweight graph representation as the network input, the main design of the embedding layer, the graph neural network-based traffic encoder layer, the temporal information extraction layer,…
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Superimposed modal voltage based passive islanding detection of grid tied distributed generation using Wigner distribution function
Hussain, A., Mehdi & Kim, C. H. A communication-less islanding detection scheme for hybrid distributed generation systems using recurrent neural network. Int. J. Electr. Power Energy Syst. 155, 109659 (2024).
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A novel approach to smart-assisted schizophrenia screening based on Raman spectroscopy and deep learning
World Health Organization. Suicide worldwide in 2019: global health estimates. In Suicide worldwide in 2019: global health estimates. (2021).
GBD 2019 Mental Disorders Collaborators. Global, regional, and National burden of 12 mental disorders in…
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Road damage detection based on improved YOLO algorithm
Data level and pre-experimental preparation
The dataset used in this paper is the open-source RDD 202,022 dataset, which includes road images from Japan, India, and the Czech Republic. The dataset contains four main types of road damage:…
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Ultrasound system recharges pacemakers without invasive surgery
As the demand for implantable medical devices surges worldwide, so do concerns about their long-term usability and patient safety. Devices like pacemakers, neural stimulators, and drug delivery systems are becoming increasingly common due to…
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Scientists recreate universe’s first molecule in early-cosmos lab test
The universe’s first molecule just surprised us again.
In a discovery that could rewrite our understanding of how the first stars formed, researchers at the Max Planck Institute for Nuclear Physics (MPIK) in Heidelberg have revealed…
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Scientists reveal how rare gene mutations drive schizophrenia risk
Uncovering how rare genetic changes disrupt brain signaling and structure, this landmark study sheds new light on the roots of schizophrenia and opens doors for future therapies.
Study: Whole-exome sequencing analysis identifies…
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