In this section, we evaluate the GvT model on two tasks: image classification and graph structural data classification. At first, the image classification tasks are conducted by training from scratch on small datasets, such as ClipArt28,…
Category: Engineering
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A robust single-antenna GNSS/MEMS fusion structure for reliable attitude determination in challenged environments
MEMS sensor attitude determination ESKF
The ESKF operates in two stages to estimation the current attitude. In the first stage, the gyroscope-predicted attitude provides state propagation for the multi-sensor fusion filter. In the second stage,…
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Mechanical and environmental performance of sugarcane Bagasse Ash from Khyber Pakhtunkhwa in sustainable concrete
Celik, K. et al. High-volume natural volcanic Pozzolan and limestone powder as partial replacements for Portland cement in self-compacting and sustainable concrete. Cem. Concr. Compos. 45, 136–147 (2014).
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Three-dimensional flow analysis of penta and ternary-hybrid nanofluids over an elongating sheet with thermal radiation and gyrotactic microorganisms
Figure 5 shows the effect of magnetic parameter (M) on velocity profile, f‘(η), of two different nanofluids: penta hybrid nanofluid (PHNF) and ternary hybrid nanofluid (THNF). An increase in magnetic parameter reduces the velocity because of…
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Boundary delineation and stability assessment of post-inrush water-immersed coal pillars based on integrated microseismic monitoring and field analysis
Microseismic monitoring is essential for identifying and analyzing water-affected zones in coal mines. These zones are typically characterized by fracture or deformation of coal pillars and surrounding strata caused by water infiltration or…
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Machine learning analysis of CO2 and methane adsorption in tight reservoir rocks
In this study, a dataset comprising 3,804 data points was utilized, originating from the comprehensive experimental compilation presented by Tavakolian et al.1. Specifically, the dataset includes 3,259 data points related to methane adsorption,…
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ResNet-based image processing approach for precise detection of cracks in photovoltaic panels
In the methodology section, the study carefully examines the key aspects of the approach to detecting cracks in PV panels. Section 3.1 specifically examines the use of ResNet in the detection algorithm. Section 3.2 delineates the systematic…
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Scientists isolate lone spinon in breakthrough for quantum magnetism
In a breakthrough that could transform the understanding of quantum magnetism, scientists have shown that a spinon, which was once believed to exist only in pairs, can travel alone.
The discovery further enhances understanding of magnetism…
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New US study reveals 90% of toddlers exposed to hidden toxins
A major new U.S. study has found that toddlers are routinely exposed to dozens of potentially harmful chemicals, some of which aren’t even tracked by federal health agencies.
The research funded by the National Institutes of Health (NIH)…
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New method pulls CO2 from air using cold air, simple sorbents
Scientists just found a cooler way to fight climate change — literally.
A research team at Georgia Tech has developed techniques for capturing CO₂ more efficiently and affordably using extremely cold air and widely available porous…
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