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Category: 7. Maths
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An efficient coverage path planning method for UAV in complex concave regions
In this section, we examined how to decompose polygons based on concave points. This process tackles two main issues: (1) identifying which points are concave in the polygon, and (2) traversing the decomposed polygons to ensure full area…
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Watson transform in quantum scattering
It should be stressed that in actual quantum interactions we have \(k_0a\gg 1\); as a result, the number of required canonical terms N to evaluate both the series in (1) is much larger than these indicated in Figs. 1b,c. Therefore, the direct…
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Predicting student academic achievement using stacked ensemble learning with deep neural networks and fuzzy-based feature selection
In this section, the method of collecting the necessary data for the research and the characteristics of this data are described. Then, the steps of the proposed method for predicting the academic performance of students in higher education are…
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Reducing annotation burden in physical activity research using vision language models
Wasfy, M. M. & Lee, I.-M. Examining the dose–response relationship between physical activity and health outcomes. NEJM Evid. 1(12), EVIDra2200190 (2022).
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Servais,…
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Research topic detection in scientific articles using a hybrid BERT integrated telescopic vector tree model with emperor penguin enhanced NSGA II optimization
This paper proposes a Research Topic Detection System (RTDS) that finds popular research topics within a specific field of study. This suggested system identifies study subjects and popular keywords that aspiring researchers can utilize as search…
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A deep learning runoff prediction model based on wavelet decomposition and dynamic feature fusion
Benchmark experimental results
To fully demonstrate that the BWDformer model can achieve effective and outstanding performance in the field of runoff prediction, this study compared it with several typical models, including CNN, LSTM, Transformer,…
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Modeling macroscopic brain dynamics with brain-inspired computing architecture
Dynamic mean-field model
In this work, we use the DMF model proposed in prior work21 to simulate the brain dynamics. It describes the dynamics of the network containing excitatory and inhibitory populations of spiking neurons interconnected via…
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BirdNeRF: fast neural reconstruction of large-scale scenes from aerial imagery
Representing and reconstructing large-scale scenes, such as those found in aerial imagery, presents significant challenges due to the inherent scalability limitations of training a single NeRF. To address these issues, we propose BirdNeRF, a…
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Dromion solutions for system of ion sound and Langmuir waves using truncated Painlevé approach
Assume the Ion Sound Langmuir system44 which is of the form,
$$\begin{aligned} {\left\{ \begin{array}{ll} \iota U_{t} + \frac{1}{2}U_{ss}-ZU = 0,\\ Z_{tt}-Z_{ss}-2(|U|^{2})_{ss}=0. \end{array}\right. } \end{aligned}$$
(2.1)
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