A novel twin time series network for building energy consumption predicting. by Zhixin Sun, Han Cui, Xiangxiang Mei, Hailei Yuan

“…To overcome these issues, the study proposes Twin Time-Series Networks (T2SNET), which incorporates a time-embedding layer and a Temporal Convolutional Network (TCN) to extract patterns from Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDAN), along with an adaptive fusion gate to combine energy consumption and meteorological data. …”
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Parasite spatial distribution shapes parasite aggregation on host populations, but not at high parasite density by Chris Wojan, Allison K. Shaw, Meggan E. Craft

“…Our work suggests that fine‐scale spatial patterns of parasites can play a strong role in shaping how hosts are parasitized, particularly when parasite density is low‐to‐moderate and recovery rates are slow.…”
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Spatiotemporal Analysis of Obesity: The Case of Italian Regions by Elena Grimaccia, Luciano Rota

“…During the period under analysis, obesity prevalence rates in Italy show a tendency to grow, with a sharp increase during the COVID-19 lockdown.…”
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Features of myocardial damage at COVID-19 by S. H. Hamidov, A. G. Obrezan, P. S. Lobanova, S. V. Azarenko

“…Some studies also provide comparative data on COVID-19+ and COVID-19- patients, complication patterns, and mortality rates. The results of the studied materials shows that, the frequency of cardiac complications and the number of deaths are significantly more common in patients with concomitant diseases such as arterial hypertension, diabetes mellitus, obesity, CKD, arrhythmias. …”
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Collective and individual adaptation of rice farmers to climatic variability in the Vietnamese Mekong Delta by Hieu Hong Hua, Minh Anh Nguyen, Thuy Thanh Thi Ngo

“…It systematically explores the patterns of climate variability and their profound impacts on rice production across diverse areas within the delta. …”
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Quantifying Aspect‐Dependent Snowpack Response to High‐Elevation Wildfire in the Southern Rocky Mountains by Wyatt Reis, Daniel McGrath, Kelly Elder, Stephanie Kampf, David Rey

“…During the ablation period, burned south melt rates were 71% faster than unburned south melt rates, whereas burned north melt rates were 94% faster than unburned north aspects. …”
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Vocal activity as a welfare indicator in killer whales in managed care by Javier Almunia, Jonas Philipp Lüke, Fernando Rosa

“…Using a custom detection algorithm and classification criteria, we focused on quantifying the rates of discrete call production throughout the day and across different seasons.ResultsThe results revealed strong diel patterns in vocal activity, with increased rates during the day, particularly around feeding and training sessions, and minimal vocal activity overnight. …”
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Forecasting the Thermal Degradation Depending on the Kinetics of Dracaena Draco Lignocellulosic Fibers Using an Artificial Neural Network by Abdelwaheb Hadou, Ahmed Belaadi, Djamel Ghernaout, Herbert Mukalazi

“…In order to forecast the thermal degradation of Dracaena draco plant fibers (DDFs) using thermogravimetric analysis (TGA) at heating rates ranging from 5 to 30°C/min, this study employed artificial neural networks (ANNs). …”
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Simulation and prediction of rural population changes using agent-based modeling. by Shanshan Huang, Yao Huang, Shitai Bao, Jianfang Wang, Siying Chen

“…To mitigate future rural population aging, enhancing birth rates and fostering rural industrial development is essential to curb migration. …”
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A spatiotemporal model for urban taxi Origin–Destination prediction based on Multi-hop GCN and Hierarchical LSTM by Jiang Rong, Wangtu Xu, Yanjie Wen

“…HLSTM unit incorporates a standard LSTM gate to manage cell state updates, enabling selective access to the internal memory. …”
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Mitochondrial methylation is linked to sexually dimorphic growth in Nile tilapia (Oreochromis niloticus) by Partha Sarathi Tripathy, Partha Sarathi Tripathy, Prabhugouda Siriyappagouder, Artem Valeryevich Nedoluzhko, Artem Valeryevich Nedoluzhko, Ioannis Konstantinidis, Soumya Shephalika Dash, Bijay Kumar Behera, Janmejay Parhi, Kaja Skjærven, Francesc Piferrer, Jorge Manuel de Oliveira Fernandes, Jorge Manuel de Oliveira Fernandes

“…We found significant differences in mtDNA methylation, with males exhibiting higher growth rates and distinct methylation patterns in genes related to the electron transport chain, such as ND5, ATP6 and CYTB. …”
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The effect of hyperbaric oxygen and platelet-rich plasma treatments on the adipogenic C2C12 myoblast cell line by Joe Chih-Hao Chiu, Poyu Chen, Kin Fong Lei, Gwo-Jyh Chang, Su-Ching Chen, Rei Higashikawa, Yi-Sheng Chan

“…Cells exposed to both HBO and PRPs had significantly lower proliferation rates than those treated with PRPs alone, suggesting that HBO negatively affects adipogenic C2C12 myoblast proliferation. …”
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Global burden, temporal trends, and health workforce correlations of gallbladder and biliary tract cancer: a comprehensive analysis from 1990 to 2021 with projections to 2046 by Fangyi Dai, Huayou Luo, Yuzhou Cai, Yong Dai

“…Results Globally, incident cases increased from 107,798 to 216,768, while age-standardized incidence rates declined (EAPC: -0.45%, 95% CI: -0.48 to -0.41). …”
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Outcomes Following Peripheral Vascular Interventions in Patients with End-Stage Renal Disease by Amar Premdatt Gopal, Ankoor Patel, Murad Elias, Shreeya Agrawal, Priya Goyal, David Samson, Igor Laskowski, Romeo Mateo, Arun Goyal, Sateesh Babu

“…The data were analyzed to identify patterns and correlations. Results: This study found that patients with PAD and ESRD have long hospital stays, high amputation rates, high readmission rates, and treatment failure. …”
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An Experimental Investigation on the Energy Signature Associated With Multiphase Flow in Porous Media Displacement Regimes by Shuangmei Zou, Dong Chen, Nong Kang, Congjiao Xie, Ryan T. Armstrong, Jianchao Cai

“…The findings highlight the importance of wettability and flow rates in determining the efficiency of fluid‐fluid displacement in porous media. …”
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Missing The Forest For The Trees: A Lack Of Upper Extremity Physical Performance Testing In Sports Physical Therapy by Matthew L Gauthier, Casey A Unverzagt, Luciana De Michelis Mendonça, Amee L Seitz

“…# Background Despite shoulder and elbow injuries being common in athletics, return to sport and reinjury rates are less than ideal. These outcomes may be driven by the absence of evidence-informed testing to determine an athlete's readiness for sport…”
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Occurrence and Genetic Variation of <i>Monolepta hieroglyphica</i> (Motschulsky, 1858) (Coleoptera: Chrysomelidae), a Newly Emerging Pest, Among Hosts in Northeast China by Wei Sun, Xiuhua Zhang, Jiachun Zhou, Yuebo Gao

“…High gene flow rates were observed, likely contributing to decreased genetic variation. …”
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Smart deep learning model for enhanced IoT intrusion detection by Faisal S. Alsubaei

“…This superb performance of the OSNN model can be explained by the careful optimization of hyperparameters like strong activation functions (ReLU, GeLU, LeakyReLU), learning rates, dropout rates, and regularization techniques that enable it to learn intricate intrusion patterns efficiently using various datasets. …”
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The Sociology of Suicide After COVID-19: Assessment of the Spanish Case by Enrique Fernández-Vilas, Juan R. Coca, Juan José Labora González, Marcos Iglesias Carrera

“…This paper aims to explore the impact of the COVID-19 pandemic on suicide rates in Spain, using a theoretical ex post facto analysis. …”
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Global, Regional, and National Burden of Smoking-Related Diseases and Associations With Health Workforce Distribution, 1990–2021: Analysis From the Global Burden of Disease Study 2... by Yuzhou Cai, Guiming Chen, Peng Bai

“…Correlation analyses examined relationships between 22 health workforce categories and disease burden.ResultsGlobally, age-standardized death rates from smoking-related diseases increased by 12.3% from 1990–2021, with males showing higher rates than females across all regions. …”
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