HGLFNet: Hybrid Global Semantic and Local Detail Feature Network for Lane Detection by Lei Ding, Chunhui Tang, Yi Fang

“…HGLFNet effectively integrates global semantic context with local detailed information, enhancing the network’s ability to detect thin and occluded lane line structures. …”
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Interview with Rafael de La-Hoz by Luis Palmero, Juan A. García-Esparza

“…Projects such as the Rey Juan Carlos Hospital in Móstoles, and the Repsol Campus showcase the studio’s ability to integrate functional efficiency, technological innovation, and symbolic value. …”
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Advancements in electrochemical energy storage: A review of biomass-derived separator, binder and electrolyte for electric vehicle battery by Damilare Samuel Oyebamiji, Davannendran Chandran, Revathi Raviadaran

“…However, ensuring consistent material properties and battery performance at high temperatures and extended cycles, along with addressing challenges in energy density, electrochemical stability, large-scale production and conversion efficiency is crucial before displacing conventional materials. …”
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Collaborative Filtering Recommendation-Based Random Negative Sampling and Graph Attention by Weiqiang Li, Xianghui Li, Xiaowen Liu, Xinhuan Chen, Ming Ma

“…In this era of information overload, recommendation systems significantly enhance the efficiency of information delivery, better meeting the needs of users. …”
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Copper Nodule Defect Detection in Industrial Processes Using Deep Learning by Zhicong Zhang, Xiaodong Huang, Dandan Wei, Qiqi Chang, Jinping Liu, Qingxiu Jing

“…Meanwhile, the F-EIOU loss function is employed to strengthen the model’s robustness and generalization ability, effectively addressing noise and imbalance issues in the data. …”
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A Comparative Performance Evaluation of Some Novel “Green” and Traditional Antiscalants in Calcium Sulfate Scaling by Konstantin Popov, Galina Rudakova, Vladimir Larchenko, Mariya Tusheva, Semen Kamagurov, Julia Dikareva, Natalya Kovaleva

“…For the 0.5 mg·dm−3 dosage, the following efficiency ranking was found: MA-AA~ATMP>PESA (400–1500 Da)>PASP (1000–5000 Da) ≫ PAAS (3000–5000 Da)~PBTC~HEDP. …”
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Harmonics Elimination of Reduced Switch Multilevel Inverter Using Henry Gas Solubility Optimization Algorithm by Murni Nabila Mohd Zawawi, Zainuddin Mat Isa, Baharuddin Ismail, Mohd Hafiz Arshad, Ernie Che Mid, Md Hairul Nizam Talib, Muhammad Fitra Zambak

“…This study introduces a pioneering method to enhance the efficiency and effectiveness of three-phase five-level reduced switch cascaded H-bridge multilevel inverters (CHB MLI) by employing the Henry Gas Solubility Optimization (HGSO) algorithm. …”
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Comparative Analysis of Artificial Intelligence-Assisted News Text Generation and Translations: The Case of Chatgpt4o by Burcu Türkmen, Sema Koçlu Maman

“…As a result of the data obtained, ChatGPT-4o’s ability to provide accurate data, produce impartial text, and perform ideological translation was examined and general inferences were made. …”
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Spatial-Channel Multiscale Transformer Network for Hyperspectral Unmixing by Haixin Sun, Qiuguang Cao, Fanlei Meng, Jingwen Xu, Mengdi Cheng

“…In addition, a multiscale multi-head self-attention (MMSA) module is designed to extract rich multiscale global contextual and channel information, enabling a balance between accuracy and efficiency. An efficient feed-forward network (E-FFN) is further introduced to enhance inter-channel information flow and fusion. …”
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NSGA-II-TLBO algorithm for optimizing campus environment art design scheme by Huicong Wang, Meng Zhang, Hongwei Yang

“…The Genetic Learning Test (GLT) data set is used to evaluate the efficiency and effectiveness of genetic algorithms in learning and optimization tasks. …”
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Anomaly Detection for GOOSE Spoofing Attacks in Digital Substations Using Deep Learning Models: A DNN and LSTM Approach by Trinal Fernando, Gowri Ramachandran, Mahinda Vilathgamuwa, Dhammika Jayalath

“…Digital substations have significantly increased the accuracy of power grid operations thus advancing high efficiency and reliability in grid operations. While this advancement has brought new cybersecurity challenges, in particular, for security of communication protocols such as Generic Object-Oriented Substation Event (GOOSE) messages are subject to spoofing attacks. …”
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<i>In Silico</i> Assessment of Enaminone–Sulfanilamides as Potential Carbonic Anhydrase II Inhibitors: Molecular Docking and ADMET Prediction by Yousra Ouafa Bouone, Abdeslem Bouzina, Rachida Mansouri, Nour-Eddine Aouf

“…Sulfanilamide derivatives have been widely studied and have shown remarkable efficiency in inhibiting carbonic anhydrases, with the presence of SO₂NH₂ in their structure. …”
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Incorporating nanomaterials into high strength ECC: Boosting self-healing and mechanical properties for marine infrastructure by Qiang Shen, Chenyu Lu, Zhigang Zhang, Jamal A. Abdalla, Rami A. Hawileh

“…It was found that the self-healing efficiency of the nanomaterial-modified ECC under seawater exposure was higher than that under tap water exposure. …”
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LoRa Radius Coverage Map on Urban and Rural Areas: Case Study of Athens’ Northern Suburbs and Tinos Island, Greece by Spyridon Mitropoulos, Vasilios A. Orfanos, Dimitrios Rimpas, Ioannis Christakis

“…One of the advantages offered by this technology is the ability to provide low power consumption as well as wide wireless coverage in an area. …”
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Fermented Chive (<i>Allium schoenoprasum</i>) with <i>Lactobacillus plantarum</i>: A Potential Antibiotic Alternative Feed Additive for Broilers Challenged with <i>Escherichia coli... by Phan Vu Hai, Le Xuan Anh, Nguyen Xuan Hoa

“…Furthermore, FC3 demonstrated the ability to inhibit pathogenic bacteria (<i>Salmonella</i> spp., <i>E. coli</i>), promote beneficial <i>Lactobacillus</i> spp., and enhance intestinal mucosal morphology (villus height and crypt depth). …”
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A study of hybrid nano Ag-MgO-H2O flow fluid past a slim needle with thermal radiation and Neild's boundary by G. Dharmaiah, B. Shankar Goud, Kottakkaran Sooppy Nisar, Y. Dharmendar Reddy

“…Hybrid nanofluids with a greater thermal exponent improve the heat transfer ability of regular fluids. A hybrid nanofluid Ag-MgO-H2O has been examined on a moving needle to assess magnetohydrodynamics, Brownian motion, thermophoresis, and thermal radiation effects. …”
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Evaluation of unsupervised learning algorithms for the classification of behavior from pose estimation data by Jakub Mlost, Rame Dawli, Xuan Liu, Ana Rita Costa, Iskra Pollak Dorocic

“…This study compares four recent unsupervised learning algorithms—B-SOiD, BFA, VAME, and Keypoint-MoSeq—analyzing their methodological approaches, clustering efficiency, and ability to produce meaningful behavioral classifications. …”
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A comprehensive approach to portfolio optimization based on modern mathematical modeling methods by Shkanov Bulat

“…This approach serves as a tool for investors, allowing strategies to be adapted to changing market conditions and enhancing the efficiency of digital asset portfolio management. Furthermore, the proposed approach demonstrates a high degree of flexibility due to the ability to adjust various optimization parameters. …”
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Sliding Mode Thrust Control Strategy for Electromagnetic Energy-Feeding Shock Absorbers Based on an Improved Gray Wolf Optimizer by Wenqiang Zhang, Jiayu Lu, Wenqing Ge, Xiaoxuan Xie, Cao Tan, Huichao Zhang

“…Owing to its high energy efficiency, regenerative capability, and fast dynamic response, the Electromagnetic Energy-Feeding Shock Absorber has found widespread application in automotive suspension control systems. …”
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Wearable co-thinking device to assist strawberry packaging task by Osamu Fukuda, Wen Liang Yeoh, Yuta Esaki, Jin Yien Lee, Mitsuru Higashimori, Makoto Kaneko, Satoshi Muraki

“…The most significant feature of this system is its ability to seamlessly integrate system-generated decisions with human input, resulting in optimal task performance. …”
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