A Hybrid Learning Framework for Enhancing Bridge Damage Prediction by Amal Abdulbaqi Maryoosh, Saeid Pashazadeh, Pedram Salehpour

“…The proposed model demonstrates exceptional performance, achieving accuracy rates ranging from 98.27% to 100%, with error rates between 1.73% and 0% across multiple bridge damage datasets. …”
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Spatio-temporal dynamics of a predator–prey system with variable carrying capacity and Cosner response function by Sasanka Shekhar Maity, Subarna Roy, Pankaj Kumar Tiwari

“…In this study, we examine a predator–prey model with logistic growth rate and variable carrying capacity of prey species. …”
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Mapping hydrogen demand for heavy-duty vehicles: a spatial disaggregation approach by Warsini Handayani, Xuan Zhu, Fang Lee Cooke

“…By integrating spatial datasets with economic factors, market penetration rates, and technical specifications of hydrogen fuel cell vehicles, the approach disaggregates the projected demand into specific demand centres, allowing for the mapping of regional hydrogen demand patterns and the identification of key centres of hydrogen demand based on heavy-duty truck traffic flow projections under different scenarios. …”
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Forecasting Green Energy Production in Latin American Countries and Canada via Temporal Fusion Transformer by Muhammad Shoaib Saleem, Javed Rashid, Sajjad Ahmad, Ali M. Al‐Shaery, Saad Althobaiti, Muhammad Faheem

“…The performance of the proposed TFT is more authentic as compared with the gated recurrent unit (GRU), the long short‐term memory (LSTM), deep autoregression (DeepAR), and the meta graph‐based convolutional recurrent network (MegaCRN). …”
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Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case–control study using data lin... by Tony Rosen, Yuhua Bao, Yiye Zhang, Sunday Clark, Katherine Wen, Alyssa Elman, Philip Jeng, Elizabeth Bloemen, Daniel Lindberg, Richard Krugman, Jacquelyn Campbell, Ronet Bachman, Terry Fulmer, Karl Pillemer, Mark Lachs

“…Preliminary research suggests elder abuse victims may have different patterns of healthcare utilisation than other older adults, with increased rates of emergency department use, hospitalisation and nursing home placement. …”
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Travel Frequent-Route Identification Based on the Snake Algorithm Using License Plate Recognition Data by Feiyang Liu, Jie Zeng, Jinjun Tang, TianJian Yu

“…Path flow always plays a critical role in extracting vehicle travel patterns and reflecting network-scale traffic features. …”
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Early detection of fungal infection of Arabidopsis and brassica by Raman spectroscopy by Song-Yi Kuo, Ling-Ying Chiu, Ekta Jain, Gajendra Pratap Singh, Muhammad Nabil Syafiq Bin Jamaludin, Rajeev J. Ram, Rajeev J. Ram, Nam-Hai Chua, Nam-Hai Chua

“…Chitin, a recognized fungal pathogen-associated molecular pattern (PAMP), elicited a dose dependent positive Elicitor Response Index (ERI) in wild-type Arabidopsis. …”
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VETC predicting model based on CE-CT can predict prognosis and assisting treatment plan for solitary HCC: better together with radiomics by Yu-Meng Zhao, Shuang-Shuang Xie, Jian Wang, Zhan-Dong Hu, Sheng-Juan Yao, Rui-Hang Wang, Jia-Ming Qin, Cheng Zhang, Ya-Min Zhang, Zhao-Xiang Ye, Jian-Hua Yan, Wen Shen

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Geomorphic hazards and riverine dynamics in the deltaic region of Eastern India by Shams Quamar, Prabeer Kumar Parhi, Anuj Kumar Dwivedi, Nisha Singh, Deepak Singh, Harendra Singh

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MB-MSTFNet: A Multi-Band Spatio-Temporal Attention Network for EEG Sensor-Based Emotion Recognition by Cheng Fang, Sitong Liu, Bing Gao

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Response of land cover to multi-scale spatial effects in complex karst mountainous areas by Qingqing Dai, Zhongfa Zhou, Denghong Huang, Yue Yang, Huanhuan Lu, Ya Li

“…This study reveals the influence of spatial scale effects on land cover classification in karst regions from the perspectives of landscape patterns and topographic complexity. The research indicates:(1) When the spatial resolution increases from 5m to 30m, the study area exhibits trends of reduced landscape fragmentation, concentrated land use distribution, and decreased landscape heterogeneity;(2) Scale effects vary among land cover types, with the variations in PD, LSI and AI for construction land exceeding those of the corresponding indices for other land cover types;(3) The decline rates of PD in low and high topographic complexity areas are 49.87% and 37.69% respectively, LSI decline rates are 31.88% and 8.81%, and AI decline rates are 23.70% and 11.32%.…”
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Effects of different hill spacings and seedling numbers per hill on dry matter production and yield of machine-transplanting hybrid rice by PU Shilin, DENG Fei, HU Hui, ZHONG Xiaoyuan, WANG Li, LI Wu, LI Shuxian, LIAO Shuang, REN Wanjun

“…Based on the production practice, the reasonable seedling rate of hybrid rice is 0.42 million per hectare in Sichuan Province, and three field collocation patterns were set as: 1) high hills with low seedlings, 1.5 seedlings transplanted at 30 cm × 12 cm spacing; 2) middle hills with middle seedlings, 2.1 seedlings transplanted at 30 cm × 17 cm spacing; 3) low hills with high seedlings, 2.9 seedlings transplanted at 30 cm × 23 cm spacing. …”
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Digestive system-related pathophysiological symptoms of Sasang typology: Systematic review by Mi Suk Lee, Kyungwoo Sohn, Yun Hee Kim, Min-Woo Hwang, Young Kyu Kwon, Na Young Bae, Han Chae

“…The results were organized and analyzed based on four categories [digestive function, appetite, eating pattern, and body mass index (BMI)] to elucidate type-specific symptoms. …”
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Clinical characteristics and economic burden of hospitalized patients with acute exacerbation of chronic obstructive pulmonary disease in the Chinese Yi population by Ping Li, Ping Li, Ping Li, Meng Li, Weiling Cai, Lian Liu, Lian Liu, Lian Liu, Dan Xu, Dan Xu, Dan Xu, Lei Chen, Lei Chen, Lei Chen, Lei Chen, Diandian Li, Diandian Li, Diandian Li, Mei Chen, Yanqiu Wu, Yanqiu Wu, Yanqiu Wu, Yongchun Shen, Yongchun Shen, Yongchun Shen, Fuqiang Wen, Fuqiang Wen, Fuqiang Wen

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粒径对平底筒仓中心卸料的流态 及仓壁压力分布的影响Influence of particle size on the flow pattern and wall pressure distribution of central discharge in flat-bottom silo... by 杨世明1,刘克瑾2,姚辉江2,黄硕硕2,杜春来1,章敬波1 YANG Shiming1, LIU Kejin2, YAO Huijiang2, HUANG Shuoshuo2, DU Chunlai1, ZHANG Jingbo1

“…Three methods of flow pattern observation, velocity analysis, and particle displacement tracking were used to explore the flow pattern evolution of the three groups of particles with different particle sizes. …”
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Analysis of informativeness of features of classification of dangerous weather events based on radar observation results by O. V. Vasiliev, E. S. Boyarenko, A. N. Savelyev, N. V. Gorbachev

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Short-Term Energy Consumption Forecasting Analysis Using Different Optimization and Activation Functions with Deep Learning Models by Mehmet Tahir Ucar, Asim Kaygusuz

“…In this study, it was seen that a high success rate of 0.9972 was achieved according to the R² score index. …”
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Optical sensitivities of current gravitational wave observatories at higher kHz, MHz and GHz frequencies by Roman Schnabel, Mikhail Korobko

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Effect of ischemic injury characteristics on left ventricular systolic function in patients with acute myocardial infarction by V. E. Oleinikov, L. I. Salyamova, N. A. Donetskskaya, A. V. Vdovkin

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Associations of eating and drinking habits with cardiovascular disease and diabetes in the adult population: data from the ESSE-RF epidemiological study by N. S. Karamnova, A. I. Rytova, O. B. Shvabskaya, Yu. K. Makarova, S. A. Maksimov, Yu. A. Balanova, S. E. Evstifeeva, A. E. Imaeva, A. V. Kapustina, G. A. Muromtseva, S. A. Shalnova, O. M. Drapkina

“…To study the associations of dietary patterns and alcohol consumption with cardiovascular diseases (CVDs), diabetes, myocardial infarction (MI), and stroke in the adult population.Material and methods. …”
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