A Study on the Spatial Perception and Inclusive Characteristics of Outdoor Activity Spaces in Residential Areas for Diverse Populations from the Perspective of All-Age Friendly Des... by Biao Yin, Lijun Wang, Yuan Xu, Kiang Chye Heng

“…With the transformation of urban development patterns and profound changes in population structure in China, outdoor activity spaces in residential areas are facing common issues such as obsolete infrastructure, insufficient barrier-free facilities, and intergenerational conflicts, which severely impact residents’ quality of life and hinder high-quality urban development. …”
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Advancements in cyberthreat intelligence through resource exhaustion attack detection using hybrid deep learning with heuristic search algorithms by S. Jayanthi, Swathi Sowmya Bavirthi, P. Murali, K. Vijaya Kumar, Hend Khalid Alkahtani, Mohamad Khairi Ishak, Samih M. Mostafa

“…In addition, the hybrid of long short-term memory and bidirectional gated recurrent unit (LSTM + Bi-GRU) technique is employed for the DDoS attack classification process. …”
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Staging of Flood Season for Danjiangkou Reservoir Considering Characteristics of Plum Rain and West China Autumn Rainfall by WANG Xiao-ya, GUO Sheng-lian, WANG Jun, SHI Yi-jun, DONG Fu-qiang, YANG Hai-cong

“…Since its operation, Danjiangkou Reservoir has maintained an annual full storage rate of only 11%. How to improve this rate while ensuring flood safety remains an urgent issue. …”
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The study of functional asymmetry in students and schoolchildren practicing martial arts by Vyacheslav V. Romanenko, Olha O. Podrihalo, Leonid V. Podrigalo, Sergii S. Iermakov, Zhanna V. Sotnikova-Meleshkina, Oksana V. Bobrova

“…For the right hand, this pattern was confirmed only for the final stage of the test (t = -2.35). …”
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Differences in geochemical characteristics of produced water from coalbed methane wells and their indications for drainage：A case study of the Santang Syncline in Western Guizhou by Xiaozhi ZHOU, Shuaiqi WANG, Shiliang ZHU, Shaolei WANG, Gang XIANG, Xuehua CHEN, Jihang DONG, Xin QIU

“…Combined with the monitoring of the water quality and hydrochemical characteristics of the produced water from CBM wells, the overflow release process after fracturing is divided into four stages: trial flowback, constant-rate flowback, slow increase of the flowback rate, and rapid decrease of the flowback rate. …”
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Factors associated with the serum 25-hydroxyvitamin D levels in adults by Sue-Hsien Chen, Shu-Ching Chen, Yo-Ping Lai, Pin-Hsuan Chen, Kun-Yun Yeh

“…A self-reported depression rating score; health beliefs; and health-related quality of life (HRQoL) factors were assessed with questionnaires. …”
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Sexual behaviors and associated factors among first-year undergraduates at overseas Chinese-oriented universities in China by Zulin Chen, Zulin Chen, Yikun Zheng, Lihan Lin, Lihan Lin, Yongjun Chen, Yunting Zheng, Hongmiao Chen, Hongmiao Chen

“…It also explores sexual behavior patterns and prevention strategies in a multicultural context.MethodsA cluster sampling method was employed to conduct a questionnaire survey among the 2024 cohort of freshmen at Huaqiao University (n = 4,892) in October 2024. …”
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Numerical simulation study on oxygen transport in the natural circulation process of liquid lead–bismuth eutectic by Xiangdong Wang, Wentao Guo, Shengfei Wang, Haicai Lv, Fang Liu, Zhangpeng Guo

“…Based on this, the simulated values were fitted to obtain the Sh number relationship (oxygen transport relationship) for different flow patterns in the expansion tank under natural circulation conditions. …”
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Disentangling the roles of natural variability and climate change in Canada’s 2023 fire season by Clair Barnes, Piyush Jain, Theodore R Keeping, Nathan Gillett, Jonathan Boucher, Philippe Gachon, Dorothy Heinrich, Megan Kirchmeier-Young, Yan Boulanger

“…Blocking circulation patterns are likewise associated with increased DSR, with the strongest responses in May and September. …”
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Protein abundance of AKT and ERK pathway components governs cell type‐specific regulation of proliferation by Lorenz Adlung, Sandip Kar, Marie‐Christine Wagner, Bin She, Sajib Chakraborty, Jie Bao, Susen Lattermann, Melanie Boerries, Hauke Busch, Patrick Wuchter, Anthony D Ho, Jens Timmer, Marcel Schilling, Thomas Höfer, Ursula Klingmüller

“…First, cell type‐specific protein abundance patterns cause differential signal flow along the AKT and ERK pathways. …”
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Prediction of Key Quality Parameters in Hot Air-Dried Jujubes Based on Hyperspectral Imaging by Quancheng Liu, Chunzhan Yu, Yuxuan Ma, Hongwei Zhang, Lei Yan, Shuxiang Fan

“…To further enhance modeling accuracy, deep learning models such as bidirectional long short-term memory (BiLSTM), bidirectional gated recurrent unit (BiGRU), and convolutional neural network–bidirectional gated recurrent unit (CNN-BiGRU) were introduced and compared comprehensively under the optimal spectral preprocessing conditions. …”
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Elevated Soluble Galectin-3 as a Marker of Chemotherapy Efficacy in Breast Cancer Patients: A Prospective Study by Arooj Shafiq, January Moore, Aliya Suleman, Sabeen Faiz, Omar Farooq, Adnan Arshad, Mohammad Tehseen, Ammarah Zafar, Syed Haider Ali, Nasir Ud Din, Asif Loya, Neelam Siddiqui, Fatima K. Rehman

“…Galectin-3 (Gal-3) is a glycan-binding lectin with a debated role in cancer progression due to its various functions and patterns of expression. The current study investigates the relationship between breast cancer prognosis and secreted Gal-3. …”
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Synergistic Effects of Supplemental Lighting and Foliar Phosphorus Application on Flowering in Passion Fruit (<i>Passiflora edulis</i>) by Dongyu Sun, Caizhu Hu, Yinyan Yang, Huanhuan Wang, Tongbo Yan, Chubin Wu, Zhiqun Hu, Xingyu Lu, Biyan Zhou

“…Passion fruit (<i>Passiflora edulis</i>), a commercially vital tropical crop, faces flowering instability due to photoperiod-sensitive flowering patterns, particularly under the cloudy, rainy climates of subtropical regions. …”
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Sentinel-1-Based Analysis of the 2024 Tuanzhouyuan Dike Breach Disaster in Dongting Lake and Regional Risk Assessment by Shengping Yang, Hua Gao, Yue Li, Yaqi Guo, Linmiao Fan, Mingsheng Liao

“…Deformation monitoring identified certain dike sections with annual deformation exceeding 60 mm, with the breach section showing abnormal pre-event deformation characteristics, including reverse displacement patterns, indicating substantial safety risks. Hydrological analysis shows the water level during the 2024 flood season rose at an average daily rate of 0.50 m, 1.8 times higher than normal years, leading to seepage failure of the dike foundation. …”
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Effect of Environment and Genetic Recombination on Subspecies and Economic Trait Differentiation in the F2 and F3 Generations from indica-japonica Hybridization by He-tong WANG, Feng JIN, Yi-jun JIANG, Qing-shan LIN, Hai XU, Ling CHENG, Ying-jun XIA, Chun-xiang LIU, Wen-fu CHEN, Zheng-jin XU

“…In this study, subspecies and economic trait differentiation patterns were analyzed using morphological and molecular (InDel and Intron Length Polymorphism) data in F2 and F3 populations derived from indica-japonica hybridization. …”
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Neoadjuvant chemoimmunotherapy versus neoadjuvant chemoradiotherapy in patients with borderline resectable esophageal squamous cell carcinoma by Jun-Peng Lin, Feng-Nian Zhuang, Wei-Jie Chen, Zhou Lin, Yu-Jie Chen, Xiao-Feng Chen, Hui Lin, Hao He, Peiyuan Wang, Hang Zhou, Wen-Wei Wei, Peng-Qiang Gao, Shuo-Yan Liu, Feng Wang

“…After PSM, the R0 resection rate (85.7% vs. 90.5%, P = 0.341) and pCR rate (19.0% vs. 26.2%, P = 0.269) were comparable between two groups, while the MPR rate in the NACI group was significantly lower than in the NCRT group (32.1% vs. 56.0%, P = 0.002). …”
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DiffuseGaitNet: Improving Parkinson&#x2019;s Disease Gait Severity Assessment With a Diffusion Model Framework by Arshak Rezvani, Nasrin Ravansalar, Mohammad Ali Akhaee, Andrew J. Greenshaw, Russell Greiner, Maryam S. Mirian, Muhammad Yousefnezhad, Martin J. McKeown

“…These synthetic samples contain novel movement patterns not present in the observed data; systems trained on this information have better prediction performance. …”
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A PSO-CNN-LSTM Model for Seismic Facies Analysis: Methodology and Applications by Luyao Liao, Huailai Zhou, Junping Liu, Jie Zhou, Donghang Zhang, Jian Wang

“…Seismic facies analysis, as a crucial step in the study of depositional facies, effectively delineates the distribution patterns of depositional facies between wells. To address the limitations of conventional manual interpretation methods, particularly their low efficiency and strong subjectivity, this study proposes a hybrid CNN-LSTM model integrated with Particle Swarm Optimization (PSO-CNN-LSTM). …”
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Acute neuromuscular and cardiovascular effects of varying relative loads in cross-training modalities by Manuel Barba-Ruíz, Francisco Hermosilla-Perona, Francisco Hermosilla-Perona, José Miguel Fernández-Asensio, Marzo Edir Da Silva-Grigoletto, Adrián Martín-Castellanos, Juan Ramón Heredia-Elvar

“…This study aimed to compare acute effects on heart rate (HR), mean propulsive velocity (MPV), velocity loss, and pacing in participants performing AMRAP, EMOM, and RFT using the same absolute but varying relative loads. …”
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Research kinetics of the monochloroacetic acid esterification by Yu. V. Karpenko, T. V. Panasenko, V. I. Hencheva, Ye. O. Karpun, M. D. Yarova

“…The purpose of this work was to investigate patterns of the esterification reaction between monochloroacetic acid and butan-1-ol in the presence of concentrated sulfuric acid. …”
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