This paper presents an MHAID-IWSOA methodology for IoT networks. The technique mainly intends to enhance the cybersecurity detection and migration model using advanced optimization techniques. Figure 2 signifies the entire flow of the method.
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Relative DOA estimation method for UAV swarm based on phase difference information without fixed anchors
UWB transceiver can measure carrier phase more precisely than time-of-flight, the typical error value is less than 3°, which corresponds to 0.06 cm at fc = 3.9936 GHz. Time difference measurements error is about 1600 times higher than phase…
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Exploring the chemical composition and processes of submicron aerosols in Delhi using aerosol chemical speciation monitor driven factor analysis
Aerosol mass concentration and composition
The time-resolved mass concentration and chemical composition of NR-PM1 and the corresponding meteorological parameters from 5th February to 3rd March 2018 are shown in Fig. 1. The total NR-PM1 mass…
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Generalized spatial modulation for underwater backscatter communication using acoustic metasurfaces
In this section, we first present a background on underwater backscattering and discuss the details and advantages of AMS-assisted backscattering. Consider an underwater acoustic backscatter communication network that consists of a backscatter…
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Ophthalmology during conflict: a vitreoretinal surgeon’s journey in Gaza
Armed conflicts pose significant challenges to civilian healthcare, often overwhelming local medical systems and exacerbating pre-existing vulnerabilities [1, 2]. The Israeli-Gaza conflict has placed severe strain on healthcare demand with severe…
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Conformational changes in the motor ATPase CpaF facilitate a rotary mechanism of Tad pilus assembly
Cryo-EM structures of C. crescentus CpaF
Tad pilus extension and retraction in C. crescentus is a rapid and highly dynamic process driven by the ATPase activity of CpaF22. This enzyme is predicted to adopt a quadripartite domain architecture,…
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Generation driven understanding of localized 3D scenes with 3D diffusion model
This study represents a novel approach to global and local single-structure analysis. It fuses the DDPM8 model with the 3D U-Net10 architecture to propose a customized 3D diffusion model specifically for voxelized local cubes. This model is…
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Science acceleration and accessibility with self-driving labs
Chu, S. & Majumdar, A. Opportunities and challenges for a sustainable energy future. Nature 488, 294–303 (2012).
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Campos, K. R. et al. The…
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A novel temporal classification prototype network for few-shot bearing fault detection
Dataset and evaluation metrics
Dataset.To validate the efficacy of the proposed method for the diagnosis of bearing faults, we used four renowned public datasets: the Case Western Reserve University dataset (CWRU)54, the Jiangnan University…
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Identification, assembly and characterization of tumor immunoglobulin transcripts from RNA sequencing data using IgSeqR
Lam, K. P., Kuhn, R. & Rajewsky, K. In vivo ablation of surface immunoglobulin on mature B cells by inducible gene targeting results in rapid cell death. Cell 90, 1073–1083 (1997).
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