MSA-GCN: Exploiting Multi-Scale Temporal Dynamics With Adaptive Graph Convolution for Skeleton-Based Action Recognition by Kowovi Comivi Alowonou, Ji-Hyeong Han

“…On the other hand, the TMST module integrates a Gated Multi-stage Temporal Convolution (GMSTC) with a Temporal Multi-Head Self-Attention (TMHSA) to capture global temporal features and accommodate both long-term and short-term dependencies within action sequences. …”
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Improving the prediction of streamflow in large watersheds based on seasonal trend decomposition and vectorized deep learning models by Ningchang Kang, Zhaocai Wang, Anbin Zhang, Hang Chen

“…These components are then modeled independently: long short-term memory (LSTM) and convolutional neural networks (CNN) handle trend and seasonal patterns, while gated recurrent units (GRU) and Transformer process residual fluctuations. …”
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Multiscale Convolutional Fusion Network for Efficient Monaural Speech Separation by Rui Yang, Shanliang Pan

“…MSCF first employs dynamic convolution-based downsampling to enhance the multiscale feature representation. Adaptive gating and multiscale convolutions are then utilized to capture complex acoustic patterns. …”
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Use of complementary medicine and uptake of COVID-19 vaccination among US adults by Holger Cramer, Holger Cramer, Mirela Bilc, Mirela Bilc

“…However, vaccination uptake was lower for both COVID-19 and flu vaccines, respectively, in individuals who visited chiropractors (AOR = 0.78, 95% CI [0.69, 0.89], p < 0.001; AOR = 0.71, 95% CI [0.63, 0.81], p < 0.001) and naturopaths (AOR = 0.66, 95% CI [0.51, 0.86], p = 0.002; AOR = 0.72, 95% CI [0.55, 0.94], p = 0.017). Uptake rates for both COVID-19 and flu vaccines were higher among individuals who visited an acupuncturist (COVID-19: AOR = 1.46, 95% CI [1.15, 1.86], p = 0.002; flu: AOR = 1.32, 95% CI [1.08, 1.63], p = 0.008). …”
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The association between cognitive ability and body mass index: A sibling-comparison analysis in four longitudinal studies. by Liam Wright, Neil M Davies, David Bann

“…<h4>Background</h4>Body mass index (BMI) and obesity rates have increased sharply since the 1980s. While multiple epidemiologic studies have found that higher adolescent cognitive ability is associated with lower adult BMI, residual and unobserved confounding due to family background may explain these associations. …”
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Impact of LDL-C levels on severity and outcome of intracranial haemorrhage: a single-centre retrospective study by Kang-Po Lee, Li-Chi Hsu

“…Moreover, statin use is associated with better long-term outcome and may attenuate the effects of initial LDL-C in ICH patients.Conclusions In patients with ICH, particularly those with deep ICH, lower LDL-C levels are associated with more severe ICH and higher short-term and long-term mortality rates. Further randomised controlled trials are warranted to determine the optimal LDL-C levels in patients with ICH and dyslipidaemia.…”
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A Global Systematic Review and Meta‐Analysis of Methods Used to Evaluate Predation and Diet of Domestic Cats (Felis catus) by Hannah L. Lockwood, Maren Huck

“…Palatability and detectability of prey appear to influence the data reported, and these aspects should be considered when calculating total predation rates.…”
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The Use of Sound Recorders to Remotely Measure Grass Intake Behaviour in Horses by Daisy E. F. Taylor, Bryony E. Lancaster, Andrea D. Ellis

“…Grazing was identified audibly (SR_ear) and visually through soundwave pattern software (SR_wav). Chew rates (SR_ear: 47 ± 5 chews/min, VD: 43 ± 4 chews/min) were similar between methods. …”
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Integrated evaluation and optimization of acid fracturing effectiveness in carbonate reservoirs: Experimental insights and field validation. by Peng Lu, Songlei Li, Jinsong Liu, Nan Yuan, Heng Liu

“…Implementation of the proposed methodology has increased stimulation success rates from 55% to 82% in pilot fields, with sustained production gains exceeding 35%. …”
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The magnitude and time course of pre-saccadic foveal prediction depend on the conspicuity of the saccade target by Lisa M Kroell, Martin Rolfs

“…Foveal enhancement defined as the difference between hit rates to target-congruent and target-incongruent foveal probes increased with target opacity. …”
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Cognitive processing of Chinese verbal irony: the role of reverse adjacency relations in reaction time and accuracy by Mian Huang, Zijian Li, Yu Zheng, Caini Yang

“…Results revealed statistically significant difference across conditions, for experimental ironic sentences (6,012 ms) compared to control (4,901 ms) and baseline sentences (3,987 ms all p &lt; 0.001). Accuracy rates followed a similar pattern, with the experimental condition (64.1%) lower than the control (73.6%) and baseline (82.3%, all p &lt; 0.01). …”
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The system of atmosphere, land, ice and ocean in the region near the 79N Glacier in northeast Greenland: synthesis and key findings from the Greenland Ice Sheet–Ocean Interaction (... by T. Kanzow, T. Kanzow, A. Humbert, A. Humbert, T. Mölg, M. Scheinert, M. Braun, H. Burchard, F. Doglioni, P. Hochreuther, M. Horwath, O. Huhn, M. Kappelsberger, J. Kusche, E. Loebel, K. Lutz, B. Marzeion, B. Marzeion, R. McPherson, M. Mohammadi-Aragh, M. Mohammadi-Aragh, M. Möller, M. Möller, C. Pickler, M. Reinert, M. Rhein, M. Rhein, M. Rückamp, M. Rückamp, J. Schaffer, J. Schaffer, M. Shafeeque, M. Shafeeque, S. Stolzenberger, R. Timmermann, J. Turton, J. Turton, C. Wekerle, O. Zeising

“…Observations and models employed in this study are consistent in terms of melt rates occurring below the floating ice tongue. Our results suggest that the multidecadal warming of Atlantic Intermediate Water flowing into the cavity below the ice tongue – supplied by the recirculating branch of the West Spitsbergen Current in Fram Strait – is the main driver of the recent major increase in basal melt rates. …”
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Multiple sclerosis mortality trends in Spain from 1981 to 2020 by L. Cayuela, A. de Albóniga-Chindurza, S. Gómez Enjuto, J. Lapeña-Motilva, S. Sainz de la Maza, A. González García, A. Cayuela

“…Age-standardised mortality rates (ASMR) and trend analysis were performed using joinpoint regression software. …”
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Influence of SCD and FABP3 genetic markers on carcass traits and meat quality in Aberdeen Angus bulls by Sena Ardicli, Nursen Senturk, Tugce Necla Selvi, Sena Yonga, Rumeysa Celik, Beyza Karalar, Aleyna Ozdeniz, Madina Aliyeva, Havvanur Aydin, Ozgur Toprak Ay, Ozge Ardicli, Muhammed Emin Sari, Berkay Bozkurt, Oliva Giannelli Viscardi, Huseyn Babayev, Hakan Ustuner

“…The results suggest a notable impact of the FABP3 rs210042291 gene on growth rates. These findings highlight the complexity of genetic influences on meat quality traits.…”
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Supershear source model of the 2025 M7.8 Myanmar earthquake and paleoseismology of the Sagaing Fault: regions of significant overlap with past earthquakes by Diego Melgar, Ray Weldon, Yu Wang, Mary Grace Bato, Lin Thu Aung, Xuhua Shi, Weerachat Wiwegwing, Saw Ngwe Khaing, Soe Min, Myo Thant, Cole Speed, Robert Zinke, Eric Fielding, Aron Meltzner, Timothy Dawson

“…Given the exceptional exposure to earthquakes and high strain rates, our findings underscore the need for urgent attention to earthquake preparedness and infrastructure resilience in central Myanmar. …”
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Identify suitable artificial groundwater recharge zones using hybrid deep learning models by Navaz Khalillollahi, Mohsen Isari, Hamed Faroqi, Kaywan Othman Ahmed, Kamran Nobakht Vakili, Miklas Scholz, Saad Sh. Sammeng

“…This study evaluated four deep learning models for delineating groundwater recharge zones: Artificial Neural Network (ANN), Convolutional Neural Network (CNN), Gated Recurrent Unit (GRU), and hybrid deep learning Convolutional Neural Network-Gated Recurrent Unit (CNN-GRU). …”
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Numerical Simulation Study on the Dynamic Processes and Evolution Laws of Multiple Granular Flows in a Gully by LEI Ming, ZHANG Liang, YE Chen, WANG Xiekang

“…Compared with the first granular flow, subsequent ones feature shorter durations and higher energy dissipation rates. The velocity and displacement of base granules increase significantly as the friction coefficient decreases and the secondary slope increases. …”
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Timing matters! Academic assessment changes throughout the day by Carmelo M. Vicario, Michael A. Nitsche, Chiara Lucifora, Pietro Perconti, Mohammad A. Salehinejad, Mohammad A. Salehinejad, Mohammad A. Salehinejad, Francesco Tomaiuolo, Simona Massimino, Alessio Avenanti, Alessio Avenanti, Massimo Mucciardi

“…Our results demonstrate a Gaussian distribution of passing rates throughout the day, with a significant peak at midday. …”
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Valley-filling Potential Evaluation of Urban Public Charging Stations Based on Price Incentive by Dawei SU, Yihui FAN, Tianhui ZHAO, Hongjin PAN, Youhui HUANG, Gang WANG, Yongyong JIA

“…Then, the typical load characteristic indicators including valley-period and flat-period load rates are proposed, and the charging load valley-filling potential evaluation parameters are introduced to carry out valley-filling potential evaluation of urban public charging stations. …”
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Gut Microbiota Contribute to Heterosis for Growth Trait and Muscle Nutrient Composition in Hybrid Largemouth Bass (<i>Micropterus salmoides</i>) by Jixiang Hua, Qingchun Wang, Yifan Tao, Hui Sun, Siqi Lu, Yan Zhuge, Wenhua Chen, Kai Liu, Jie He, Jun Qiang

“…Growth, digestive enzyme activity, and muscle nutrient composition were compared between the hybrid groups (NC and CN) and the purebred groups (NN and CC), and the gut microbiota was investigated. The heterosis rates of body length, body height, and body thickness in hybrid largemouth bass were statistically significant. …”
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