Attention-Driven Emotion Recognition in EEG: A Transformer-Based Approach With Cross-Dataset Fine-Tuning by Ghulam Ghous, Shaheryar Najam, Mohammed Alshehri, Abdulmonem Alshahrani, Yahya AlQahtani, Ahmad Jalal, Hui Liu

“…In the AE-BMD phase, the base model is developed and trained on the SEED-IV dataset (15 participants, 62 EEG channels), achieving an accuracy of 84%, with an average precision of 84.75%, recall of 84% and F1-score of 84%. This phase employs optimized feature extraction from key EEG frequency bands (Delta, Theta, Alpha, Beta, Gamma) using techniques such as MFCC, GFCC, power spectral density, and Hjorth parameters. …”
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DeepBiteNet: A Lightweight Ensemble Framework for Multiclass Bug Bite Classification Using Image-Based Deep Learning by Doston Khasanov, Halimjon Khujamatov, Muksimova Shakhnoza, Mirjamol Abdullaev, Temur Toshtemirov, Shahzoda Anarova, Cheolwon Lee, Heung-Seok Jeon

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Recent advances in ultra-precision machining of lithium niobate crystals by Yebing TIAN, Chengwei WEI, Xiaomei SONG, Cheng QIAN

“…A crystal substrate with a thickness of 80 μm is prepared effectively by optimizing the grinding parameters. Free-abrasive lapping has a wide range of applicability. …”
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Power electronics for green hydrogen generation with focus on methods, topologies, and comparative analysis by AlAmir Hassan, Omar Abdel-Rahim, Mohit Bajaj, Ievgen Zaitsev

“…Abstract This research article meticulously examines advanced power electronic converters crucial for optimizing electrolyzer perfor- mance in hydrogen production systems. …”
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Effects of Colemanite and Fiber Types on Strength and Water Absorption of Mortar Mixtures Containing Air-Entraining Admixture by Ayşe İrem Ozansoy, Süleyman Özen

“…This study not only contributes to reducing the carbon footprint of cementitious systems by partially replacing cement with colemanite but also provides practical insights to optimize the use of fibers to increase strength performance and reduce water absorption properties from durability parameters. …”
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Bridging accessibility gaps in urban community-based basic older adult care: a comprehensive framework validated in Xi’an, China by Yuyuan Zhang, Ming Zhou, Jinrong Hu, Ruoying Wang

“…In urban older adult care systems, resource allocation and service disparities present unique challenges. …”
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Risks and Regulations for Application of the LLaMA Model in University Future Learning Centers by QIAO Jinhua, MA Xueyun

“…Additionally, establishing tiered privacy protection systems can help safeguard against user data breaches. …”
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Application of Nanotechnology in TACE Treatment of Liver Cancer by Yao L, Gao Z, Wei X, Wang S, Cao W, Deng W, Li X, Zhang Z, Wang S, Zhang Y, Liu R, Xie Y, Li M

“…Nanoparticle-based drug delivery systems (eg, gold NPs, liposomes) enable localized drug release in tumors, enhancing chemotherapy efficacy while minimizing systemic side effects. …”
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The Opportunities and Challenges regarding Induced Platelets from Human Pluripotent Stem Cells by Meng-Xue Xu, Li-Ping Liu, Yu-Mei Li, Yun-Wen Zheng

“…Furthermore, many novel culture systems have been developed to scale up the production of iPlatelets, including 2D flow systems, 3D rotary systems, and vertical reciprocal motion liquid culture bioreactors. …”
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Designing high-performance asymmetric and hybrid energy devices via merging supercapacitive/pseudopcapacitive and Li-ion battery type electrodes by Sanju Gupta, Sara B. Carrizosa, Bryce Aberg

“…Abstract We report a strategic development of asymmetric (supercapacitive–pseudocapacitive) and hybrid (supercapacitive/pseudocapacitive–battery) energy device architectures as generation–II electrochemical energy systems. We derived performance-potential estimation regarding the specific power, specific energy, and fast charge–discharge cyclic capability. …”
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An Assessment of the Efficacy of Erbium Glass Laser Therapy in Acne Scar Treatment Using Image Analysis and Processing Methods by Wiktoria Odrzywołek, Anna Deda, Dagmara Kuca, Anna Banyś, Krzysztof Makarski, Robert Koprowski, Sławomir Wilczyński

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End-Region Losses in High-Power Electrical Machines: Impact of Material Thickness on Eddy Current Losses in Clamping Structures by Walid Mohand Oussaid, Abdelmounaïm Tounzi, Raphaël Romary, Abdelkader Benabou, Walid Boughanmi, Daniel Laloy

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Prospects of artificial intelligence for the sustainability of sugarcane production in the modern era of climate change: An overview of related global findings by Rajan Bhatt, Akbar Hossain, Debjyoti Majumder, Mandapelli Sharath Chandra, Rajiv Ghimire, Muhammad Faisal Shahzad, Krishan K. Verma, Amarinder Singh Riar, Vishnu D. Rajput, Mauro Wagner Oliveira, Adel Nisi, Riyadh S. Almalki, Viliam Bárek, Marian Brestic, Sagar Maitra

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Predicting Ship Waiting Times Using Machine Learning for Enhanced Port Operations by Min-Hwa Choi, Woongchang Yoon

“…The scalability of the model renders it suitable for broad maritime logistics and intelligent transportation systems.…”
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Natural Ventilation in Iranian Bakeries: Identifying Gaps and Proposing Guidelines for Future Respiratory Pandemics Such as COVID-19 by Zeinab Rasouli Divklaei, Khalilollah Moeinian, Hamidreza Nassehinia, Elahe Saleh, Taleb Askaripoor

“…Proposed guidelines recommend maintaining a minimum ventilation opening area of 10% of the floor area and ensuring that mechanical ventilation systems operate continuously and optimally during activity hours. …”
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Use of biomass-derived biochar as a sustainable material for carbon sequestration in soil: recent advancements and future perspectives by Basanta Kumar Biswal, Rajasekhar Balasubramanian

“…Our comprehensive literature analysis shows that the carbon sequestration potential of biochar in soil systems varies between 0.7 and 1.8 Gt CO2-C(eq)/year. …”
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Sub-milliwatt threshold power and tunable-bias all-optical nonlinear activation function using vanadium dioxide for wavelength-division multiplexing photonic neural networks by Jorge Parra, Juan Navarro-Arenas, Pablo Sanchis

“…Abstract The increasing demand for efficient hardware in neural computation highlights the limitations of electronic-based systems in terms of speed, energy efficiency, and scalability. …”
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TRANSPORT INFRASTRUCTURE OF THE OMSK AGGLOMERATION: EVALUATION OF THE COMPLEX DEVELOPMENT OPTIONS by K. E. Safronov, E. A. Safronov

“…On the basis of the priority project “Safe and High-quality Roads”, the researches develop and implement the programs of the transport infrastructure integrated development – highways and municipal roads, bringing the urban agglomeration network into a standard transport and operational state, eliminating the congestion of the urban agglomerations’ network, optimizing traffic flows, increasing efficiency traffic management systems. …”
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Agents for Change: Artificial Intelligent Workflows for Quantitative Clinical Pharmacology and Translational Sciences by Mohamed H. Shahin, Srijib Goswami, Sebastian Lobentanzer, Brian W. Corrigan

“…This review explores how these AI‐powered agentic workflows can help in addressing some of the current challenges in QCP and TS by streamlining pharmacokinetic and pharmacodynamic analyses, optimizing clinical trial designs, and advancing precision medicine. …”
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Volume of Fluid (VOF) Method as a Suitable Method for Studying Droplet Formation in a Microchannel by Felipe Santos Paes da Silva, Paulo Noronha Lisboa-Filho

“…Microfluidics is a rapidly advancing field focused on optimizing microdevices for applications such as organ-on-a-chip systems and enhancing laboratory analyses. …”
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