Compact GaN HEMT Power Amplifier MMIC Delivering Over 40 W for Ku-Band Applications by Yeongmin Jang, Wonseok Choe, Minchul Kim, Youngwan Lee, Jinho Jeong

“…The 1st and 2nd drive stages utilize individual source via transistors (ISV TRs) for high gain and efficiency, while the output stage employs outside source via transistors (OSV TRs) to achieve high power density. …”
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Ensemble Transformer–Based Detection of Fake and AI–Generated News by Md. Ishraquzzaman, Mohammed Ashraful Islam Chowdhury, Shahreen Rahman, Riasat Khan

“…This work leverages advanced natural language processing, machine learning, and deep learning algorithms to effectively detect fake and AI–generated content. The utilized dataset, combined with multiple open-source datasets, comprises 43,000 real, 31,000 fake, and 80,000 AI–generated news articles and is augmented with an ensemble large language model. …”
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Sustainable Extraction of Fresh Banana Inflorescence by ASE: Optimization and Characterization of Anthocyanin Rich Extracts by LC-UV-MS/MS by Nuwanthi Senevirathna, Morteza Hassanpour, Ian O’Hara, Azharul Karim

“…These findings suggest that banana inflorescence, an agricultural waste product, can be efficiently utilized as a source of bioactive compounds using ASE, contributing to sustainable practices in the food and nutraceutical industries. …”
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Energy transfer aspects of chemically reactive Casson fluid between a conical gap of cone-disk system with multiple rotations by M. Qamar, M. Khan, A.S. Alqahtani, M.Y. Malik

“…The physical characteristics of nonlinear PDEs are converted into nonlinear coupled ODEs utilizing the right similarity variables. These transformed non-dimensionless equations are resolved utilizing the bvp4c Lobatto IIIA technique via Matlab software. …”
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How Rich is Platelet Rich Plasma? A Simple Preparation Method of PRP and Its Quality According to Various Classification Systems by Felice FAIZAL, Balachandra NAMBIAR, Raja CHATTERJEE, Praveer RANJAN

“…Background: platelets are a rich source of various growth factors and hence platelet rich plasma (PRP) is being used therapeutically in the field of dermatology, orthopaedics and dentistry with promising results. …”
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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…A series of experiments were carried out to assess the effectiveness of the model by utilizing key performance metrics such as accuracy, sensitivity, specificity, and F1-score. …”
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A model for predicting marine shale gas sweet spots based on relative sea-level changes and its application by Hongyan Wang, Zhensheng Shi, Xi Yang, Qun Zhao, Changmin Guo

“…Gas-bearing shales have become a major source of future natural gas production worldwide. …”
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Callerya Atropurpurea shells derived nitrogen doped carbon quantum dots of electrodes for symmetrical and asymmetrical supercapacitors by Abdulrahman Oyekanmi Adeleke, Mohd Arif Dar, Temitope T. Dele-Afolabi, R. C. Omar, Rasykin Roslan, Akil Ahmad, Ebrahim Mahmoudi, Chua Siew Fen, Ali Orozi Sougui, Mohammed B. Alshammari

“…Abstract Callerya Atropurpurea shells were utilized as activated carbon precursors in a one-stage activation process at 700 °C using H2SO4, NaOH and KOH as activating agents. …”
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Cell density quantification of high resolution Nissl images of the juvenile rat brain by Julie Meystre, Jean Jacquemier, Olivier Burri, Csaba Zsolnai, Nicolas Frank, João Prado Vieira, Ying Shi, Ying Shi, Rodrigo Perin, Daniel Keller, Henry Markram, Henry Markram

“…The pipeline improved the efficiency and reliability of cell density quantification while accurately assigning cortical layer boundaries. …”
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A novel optimization framework for natural gas transportation pipeline networks based on deep reinforcement learning by Zemin Eitan Liu, Wennan Long, Zhenlin Chen, James Littlefield, Liang Jing, Bo Ren, Hassan M. El-Houjeiri, Amjaad S. Qahtani, Muhammad Y. Jabbar, Mohammad S. Masnadi

“…The proposed framework could be further utilized for future large-scale network optimization practices.…”
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A Comprehensive Framework for Parkinson's Disease Detection Using Spiral Drawings and Advanced Machine Learning Techniques by Mohamed J. Saadh, Waleed K. Abdulsahib, Hardik Doshi, Anupam Yadav, J. Gowrishankar, Mayank Kundlas, Nargiza Mansurova, Kamal Kant Joshi, Fadhil Feez Sead, Bagher Farhood

“…Future research should focus on integrating multiple data sources and exploring real‐time applications to enhance scalability and clinical utility.…”
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Weighting Optimization for Fuel Cell Hybrid Vehicles: Lifetime-Conscious Component Sizing and Energy Management by Xuanyu Xiao, Chen Shu, Huaiwei Dong, Yujun Tang, Jinfeng Feng, Hao Yuan, Shuzhan Bai, Sipeng Zhu, Guoxiang Li

“…A unified cost function is proposed, combining fuel economy and system durability through a weighting coefficient, based on a comprehensive model of the hydrogen consumption and degradation characteristics of fuel cells and batteries. Utilizing the dynamic programming (DP) algorithm, the total cost is optimized to derive the optimal weighting factors and component sizing, effectively addressing the multi-objective optimization problem and balancing efficiency and durability. …”
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A study on automatic annotation methods for watershed environmental elements based on semantic segmentation models by Peipei He, Taoxing Shen, Yafei Wang, Dantong Zhu, Qingfeng Hu, Hui Li, Weibo Yin, Yi Zhang, Ang Yang

“…Hence, experiments are conducted in three modules: (1) Determination of watershed environmental element sample types. (2) Semi-automated annotated sample production method. This study utilizes the Random Forest classifier (RF) and Segment Anything Model (SAM) to create label sets, replacing open-source land cover datasets to achieve superior watershed-environment segmentation results. (3) Comparison of different neural network segmentation capabilities. …”
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Inducible engineering precursor metabolic flux for synthesizing hyaluronic acid of customized molecular weight in Streptococcus zooepidemicus by Rui Zhao, Jun Li, Yingtian Li, Xujuan Pei, Jingyi Di, Zhoujie Xie, Hao Liu, Weixia Gao

“…Results In this study, the type and concentration of carbon sources were manipulated to disrupt the balance of precursor supply. …”
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Interactive visualization of large molecular systems with VTX: example with a minimal whole-cell model by Maxime Maria, Valentin Guillaume, Simon Guionnière, Nicolas Dacquay, Cyprien Plateau–Holleville, Vincent Larroque, Vincent Larroque, Jean Lardé, Jean Lardé, Yassine Naimi, Jean-Philip Piquemal, Jean-Philip Piquemal, Jean-Philip Piquemal, Guillaume Levieux, Nathalie Lagarde, Stéphane Mérillou, Matthieu Montes, Matthieu Montes

“…VTX source code is available at https://github.com/VTX-Molecular-Visualization.…”
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Technology-Enhanced Differentiated Instruction: A Narrative Review by Ata Barzegari, Esmaeil Azimi Yancheshmeh, Javad Hatami

“…The potential of TEL to collect and analyze learning data is vast, and this data can be utilized to tailor learning experiences that support DI. …”
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RUL Prediction for Lithium Battery Systems in Fuel Cell Ships Based on Adaptive Modal Enhancement Networks by Yifan Liu, Huabiao Jin, Xiangguo Yang, Telu Tang, Jiaxin Luo, Lei Han, Junting Lang, Weixin Zhao

“…As an auxiliary power source in fuel cell systems, the prediction of the Remaining Useful Life (RUL) of lithium-ion batteries is crucial for enhancing the reliability and efficiency of fuel cell ships. …”
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BASIL DB: bioactive semantic integration and linking database by David Jackson, Paul Groth, Hazar Harmouch

“…Data on bioactives and foods are sourced from structured databases. The relevant randomized controlled trials (RCTs) were extracted from PubMed. …”
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Investigating the relationship between the Khami reservoir horizon in the Chilingar and Garangan oilfields in the Southern Dezful Embayment using surface geochemistry by Bahram Alizadeh, Arman Salehipour Bavarsad

“…The findings aim to guide efficient production management, reduce drilling risks, and advance field development strategies at lower exploration costs.Materials & MethodsThis study utilized direct geochemical techniques, including acid extraction and fluorescence analysis, to detect subsurface hydrocarbon reservoirs. …”
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The Integration of Thermal Energy Storage Within Metal Hydride Systems: A Comprehensive Review by Matias Davis Cortina, Manuel Romero de Terreros Aramburu, Andre Martins Neves, Lourdes Hurtado, Julian Jepsen, Ulrich Ulmer

“…Hydrogen storage technologies are key enablers for the development of low-emission, sustainable energy supply chains, primarily due to the versatility of hydrogen as a clean energy carrier. Hydrogen can be utilized in both stationary and mobile power applications, and as a low-environmental-impact energy source for various industrial sectors, provided it is produced from renewable resources. …”
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