Study on Hydrodynamic Characteristics of Continuous Distribution Vegetation Patches Based on LES by GAO Huan, GONG Yiqing, MAO Jinqiao, CHEN Yanhong, DAI Jie, WANG Kang, MENG Dinghua, YANG Ji

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K-means and agglomerative clustering for source-load mapping in distributed district heating planning by Amir Shahcheraghian, Adrian Ilinca, Nelson Sommerfeldt

“…The methodology integrates detailed building energy performance data (2014–2022) with geographic data from the Swedish Survey Agency, employing advanced clustering techniques such as K-means Clustering, Agglomerative Clustering, DBSCAN, Spectral Clustering, and Gaussian Mixture Model (GMM) Clustering to identify optimal locations for distributed heat sources, including data centers, supermarkets, and water bodies. …”
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Spatiotemporal Distribution and Influencing Factors of Carbon Storage in Chongming Coastal Wetlands by HAN Zhen, WENG Xuan, ZHOU Yi, HANG Jun, CHEN He, GU Wei

“…[Conclusion] Using meteorological data from Shanghai and Chongming Island, together with a carbon density correction model, the local carbon density of Chongming District was derived. …”
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Federated Learning for Distributed IoT Security: A Privacy-Preserving Approach to Intrusion Detection by Chandu Gutti, Karthik Thumula, Parag Balbudhe

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Life Cycle Assessment and Activity-Based Costing for Low-Cost Aluminum die manufacturing: A comparative study of machining process, conventional and rapid investment casting by Samina Bibi, Muhammad Sajid, Wasim Ahmad, Muhammad Asad Ali, Mirza Jahanzaib, Salman Hussain

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Zero-Trust Mechanisms for Securing Distributed Edge and Fog Computing in 6G Networks by Abdulrahman K. Alnaim, Ahmed M. Alwakeel

“…In this context, we propose ZTF-6G (Zero-Trust Framework for 6G Networks), a novel model that integrates Zero-Trust principles to secure distributed edge and fog computing environments. …”
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Black carbon emissions generally underestimated in the global south as revealed by globally distributed measurements by Yuxuan Ren, Christopher R. Oxford, Dandan Zhang, Xuan Liu, Haihui Zhu, Ann M. Dillner, Warren H. White, Rajan K. Chakrabarty, Sina Hasheminassab, David J. Diner, Emmie J. Le Roy, Joshin Kumar, Valerie Viteri, Keyao Song, Clement Akoshile, Omar Amador-Muñoz, Araya Asfaw, Rachel Ying-Wen Chang, Diana Francis, Paterne Gahungu, Rebecca M. Garland, Michel Grutter, Jhoon Kim, Kristy Langerman, Pei-Chen Lee, Puji Lestari, Olga L. Mayol-Bracero, Mogesh Naidoo, Narendra Nelli, Norm O’Neill, Sang Seo Park, Abdus Salam, Bighnaraj Sarangi, Yoav Schechner, Robyn Schofield, Sachchida N. Tripathi, Eli Windwer, Ming-Tsang Wu, Qiang Zhang, Yinon Rudich, Michael Brauer, Randall V. Martin

“…Here we find that simulations using the Community Emissions Data System (CEDS) emission inventory exhibit skill (r2 = 0.73) in representing variability in SPARTAN measurements across primarily developed regions with low BC concentrations but exhibit pronounced discrepancy (r2 = 0.00019) across high-BC regions in the Global South, underestimating BC by 38%. …”
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Adaptive distributed honeypot detection network for enhanced cybersecurity against DoS and DDoS attacks by V. Selva Kumar, K.R. Mohan Raj, S. Gopalakrishnan, G. Vennila, D. Dhinakaran, P. Kavitha

“…Performance evaluation using the IoTID20 dataset reveals that ADHDN consistently outperforms contemporary models, such as RBMD, BNDH, and AHDL. ADHDN achieves a true positive rate of 99.7% for protocol-level attacks, 99.4% for application-level attacks, and 97.5% for data volume attacks under low attack volumes, maintaining robust performance even as attack intensity scales. …”
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Distribution of energy in propagation for ocean extreme wave generation in hydrodynamics laboratory by D. Fadhiliani, M. Ikhwan, M. Ramli, S. Rizal, M. Syafwan

“…The aim of this research is to investigate the distribution of energy in each modulation frequency change. …”
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Field Experiments for Wind Loads on a Low-Rise Building with Adjustable Pitch by Peng Huang, Xu Wang, Ming Gu

“…It is employed to study the wind pressure on the gable roof of low-rise building with different roof pitches. This paper explicitly and concretely discusses the filed facility, data measurement system, data acquisition system, and tap location to provide references for related researchers. …”
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Location-Based Data Aggregation in 6LoWPAN by Jinyu Hu, Juan Luo, Yuxi Zhang, Panwu Wang, Yu Liu

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Measurement of $$W^{\pm }$$ W ± -boson differential cross-sections in proton–proton collisions with low pile-up data at $$\sqrt{s} = 5.02$$ s = 5.02  TeV and $$13\,\hbox {TeV}$$ 13... by ATLAS Collaboration

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CAU²DNet: A Dual-Branch Deep Learning Network and a Dataset for Slum Recognition with Multi-Source Remote Sensing Data by Xi Lyu, Chenyu Zhang, Lizhi Miao, Xiying Sun, Xinxin Zhou, Xinyi Yue, Zhongchang Sun, Yueyong Pang

“…In response to these issues, this study proposes a DL model (coordinate-attentive U²-DeepLab network [CAU²DNet]) that integrates multi-source remote sensing data. …”
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Monthly and Diel Acoustic Occurrence of Four Baleen Whale Species in South African Waters by Fannie W. Shabangu, Kuhle Hlati, Marcel A. van denBerg, Tarron Lamont, Stephen P. Kirkman

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Global nighttime light dataset from 1992 to 2022 with focus on low-light areas by Hui Tang, Yongde Zhong, Jinyang Deng, Hongling Xia, Juan Wei

“…Our study employs a novel approach combining a residual neural network with a raster function model to tackle key challenges, including NTL restoration in high-latitude regions, long-term data continuity, and gap alignment across different sensor types. …”
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Evaluating key predictors of breast cancer through survival: a comparison of AFT frailty models with LASSO, ridge, and elastic net regularization by Senyefia Bosson-Amedenu, Emmanuel Ayitey, Francis Ayiah-Mensah, Luyton Asare

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Distributed Photovoltaic Short-Term Power Prediction Based on Personalized Federated Multi-Task Learning by Wenxiang Luo, Yang Shen, Zewen Li, Fangming Deng

“…In a distributed photovoltaic system, photovoltaic data are affected by heterogeneity, which leads to the problems of low adaptability and poor accuracy of photovoltaic power prediction models. …”
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Low error floor LT coding algorithm for unequal error protection by Xin SONG, Shuyan NI, Zhe ZHANG, Yurong LIAO, Tuofeng LEI

“…Objectives:Rateless LT code is designed to provide an ideal transport protocol for large-scale data distribution and reliable broadcasting.The rateless LT code has three excellent characteristics,namely link adaptation,the code rate can be switched seamlessly, and the feedback method is relatively simple. …”
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Research on On-line Distribution Control Method of Driving Torque of Dual Hub Motor by WU Shi, CHE Cuiru, GUAN Yibo

“…Firstly，the hub motor energy consumption model，dynamics model and torque distribution control model are established. …”
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A novel ensemble learning algorithm integrating WRF-CMAQ and downscaling models for hourly estimation of regional air pollution along with vegetation exposure risk detection by Peng Zhou, Jieming Chou, Shan Ye, Leiku Yang, Mengting Sun, Pengao Li, Huanpeng Wang, Jie Luo, Zhaoxiang Cao, Qian Yao, Hao Zhang, Hongze Pei

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