In this section, we introduce the comprehensive architecture and computational methods of the proposed model with the aim of enhancing the interpretability and accuracy of PINNs. Meanwhile, to address the impact of the penalty factor of the…
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Predicting badminton outcomes through machine learning and technical action frequencies
Identification of critical technical movements contributing to success in competitions
In this study, we collected data from international badminton competitions from 2019 to 2023, aiming to statistically analyze the frequency of each technical…
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Longitudinal effects of negative emotionality on loneliness in early childhood considering solitude preference and sibling status
The global decline in fertility rates has led to an increase in the number of only children, prompting growing interest in their unique developmental challenges1. Particularly, early childhood is a critical period for social and emotional…
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Exploring an n-type conducting polymer (BBL) as a potential gas sensing material for NH3 and H2S detection
Morphology analysis of BBL film before and after gas exposure
First, we analyzed the morphology of the unloaded BBL film prepared through molecular dynamics simulations and evaluated its potential to be used as an active material for gas sensing….
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Helium and argon cold plasma effects on the 4T1 cancer cells and a triple negative mouse model of breast cancer
Ma, J. & Jemal, A. Breast cancer statistics. Breast cancer metastasis drug resistance: progress prospects 1–18. (2013).
Aggelopoulos, C. A. et al. Cold atmospheric plasma attenuates breast cancer cell growth through regulation of cell…
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Bilingual Dialogue Dataset with Personality and Emotion Annotations for Personality Recognition in Education
After generating utterances based on specific profiles, we implement several evaluation strategies to assess their quality. The tests are organized in the following clusters:
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The curriculum planning and implementation for mindfulness education and diversified humanism based on big data
Datasets collection and experimental environment
This study collects data on the effectiveness of curriculum design based on mindfulness education and diversified humanistic principles primarily through questionnaires. The survey targets middle…
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Breastfeeding is associated with reduction in postpartum depression in the United Arab Emirates: a retrospective cross-sectional study
The results of this study suggest that breastfeeding duration is significantly and inversely associated with postpartum depression (PPD) levels among women living in Abu Dhabi, UAE. However, no statistically significant association is found…
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Research on application of thin-walled metal pressure device in large deformation tunnel
Symmetrical organ deformation
There are two main deformation modes of thin-walled metal tube under impact load : axisymmetric organ folding mode and non-axisymmetric diamond folding mode16. Based on the assumption that the internal force and…
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