This study proposes the MMDoWA-ARDL approach. The primary purpose of the model effectively detects and mitigates malicious attacks in serverless environments using an advanced DL model. Figure 1 depicts the workflow of the MMDoWA-ARDL model.
Category: 7. Maths
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An adaptive non-equidistant grey model with four parameters and its applications in deformation monitoring
Monitoring and early warning of the settlement of high-rise buildings is not only an engineering technology to ensure the quality of construction, but also an effective measure to ensure construction safety. The settlement problem of soft soil…
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Physics-guided deep learning strategy for 2D structure reconstruction from diffraction patterns
The model training process, as illustrated in Fig. 1, introduces a contrastive twin-tower framework for the DD2D, which includes two transformer-based deep learning encoders. The crystallographic geometric encoder (CGE) encodes the atomic…
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A benchmark dataset for class-wise segmentation of construction and demolition waste in cluttered environments
Yuan, L., Yang, B., Lu, W. & Peng, Z. Carbon footprint accounting across the construction waste lifecycle: A critical review of research. Environ. Impact Assess. Rev. 107, 107551, https://doi.org/10.1016/j.eiar.2024.107551 (2024).
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The analysis of generative artificial intelligence technology for innovative thinking and strategies in animation teaching
Research design and dataset collection
This work employs a mixed-methods research approach, integrating both quantitative and qualitative methods to thoroughly evaluate the effectiveness of GAI in animation teaching. The rationale behind this…
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Speed up integer-arithmetic-only inference via bit-shifting
In this section, we will provide a detailed description of our proposed method regarding re-quantization and re-scale. Specifically, the mathematical derivation process of the two proposed methods will be presented.
Re-quantization
To estimate the…
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An Open Graph Dataset Organized by Scales
The construction process of OGDOS follows a tabular-filling approach. First, we predefined the node and edge scale levels of OGDOS to explicitly cover a wide range of graph scales. Second, we prioritized selecting real-world graphs from common…
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Design and synthesis of reversible Vedic multiplier using cadence 180 nm technology for low-power high-speed applications
Reversible adder design
The digital logic circuit performs arithmetic operations, especially addition operations is the adder. The adder is the fundamental component of any computer architecture. Adders are used to perform mathematical…
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Social stability risk analysis caused by land acquisition and migration for water conservancy project construction
System dynamics evolutionary game modeling
At its core, the “driving force” for the evolution of gamers’ strategies is the Darwinian principle of natural selection. This means that strategies demonstrating a high level of fitness have the…
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Solving the Richards infiltration equation by coupling physics-informed neural networks with Hydrus-1D
In this study, the neural network framework is implemented using Python. When solving the Richards equation, the temporal and spatial domains of the target model are first defined. The governing equation is embedded into the neural network…
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