A Knowledge-Enhanced Object Detection for Sustainable Agriculture by Youcef Djenouri, Ahmed Nabil Belbachir, Tomasz Michalak, Asma Belhadi, Gautam Srivastava

“…The integration of autonomous aerial vehicles (AAVs) in agriculture has advanced precision farming by enhancing the ability to monitor and optimize agricultural plots. …”
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FDIA Attack Detection Technique for Smart Grids Based on Graph Reconstruction and Spatio-Temporal Joint Modeling by Gao Yuzhang, Xia Jing

“…In a word, the HSGT-Net demonstrates strong adaptability and computational efficiency in FDIA attack detection and has good engineering application prospects.…”
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Research on aerodynamic characteristics and control method of rigid-flexible variable camber wing by Tao Xin, Bin Li

“…A test platform was built to control the deformation of the flexible part of the wing rib, and the ability of the flexible part to achieve the target curvature within the range of elastic deformation was verified. …”
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Genetic Engineering in Bacteria, Fungi, and Oomycetes, Taking Advantage of CRISPR by Piao Yang, Abraham Condrich, Ling Lu, Sean Scranton, Camina Hebner, Mohsen Sheykhhasan, Muhammad Azam Ali

“…Genetic engineering has revolutionized our ability to modify microorganisms for various applications in agriculture, medicine, and industry. …”
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Graph-aware isomorphic attention for adaptive dynamics in transformers by Markus J. Buehler

“…Our approach improves the model’s ability to capture complex dependencies and generalize across tasks, as evidenced by a reduced generalization gap and improved learning performance. …”
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Cost risk assessment for renovating old neighborhood of EPC projects in China using SEM-BNT-MEEM method by Zhang Yinghui, Li Tian

“…The transformation of old neighborhood is a significant livelihood project for urban renewal, and promoting the profound transformation of old neighborhood is a significant problem faced by China, while the Engineering Procurement Construction(EPC) model integrates the design, procurement, and construction of the transformation project of old neighborhood, which improves the efficiency and quality of the transformation at the same time, and faces a significant cost risk problem due to the change of fixed lump-sum price contract, so in order to enhance the ability of the general contractor to prevent the cost risk and to improve the transformation project benefits, this study constructs a comprehensive evaluation index system consisting of 19 factors to assess the cost risk in all aspects from environment, technology, management, and economy, which proposes a new type of evaluation method combining structural equation modeling (SEM), blind number theory (BNT), and matter-element extension model (MEEM), and combines with the actual cases of old neighborhood remodeling to arrive at the risk level of the factors and based on the results of the analysis are given to confirm the validity of the model and provides a successful risk assessment tool.…”
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Semi-Supervised Learned Autoencoder for Classification of Events in Distributed Fibre Acoustic Sensors by Artem Kozmin, Oleg Kalashev, Alexey Chernenko, Alexey Redyuk

“…The proposed method leverages a hybrid architecture combining an autoencoder and a classifier to enhance the accuracy and efficiency of event classification. The autoencoder extracts essential features from raw data using unlabeled data, improving the model’s ability to learn meaningful representations. …”
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Emerging simulation technologies in global craniofacial surgical training by Divya Mehrotra, A.F. Markus

“…Simulation allows the learners to repeatedly practice without the risk of causing any error in an actual patient and enhance their surgical skills and efficiency. Simulation may also allow the clinical instructor to objectively test the ability of the trainee to carry out the clinical procedure competently and independently prior to trainee's completion of the program.This review aims to explore the role of emerging simulation technologies globally in craniofacial training of students and residents in improving their surgical knowledge and skills. …”
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UNC Charlotte Autonomous Shuttle Pilot Study: An Assessment of Operational Performance, Reliability, and Challenges by Mohammadnavid Golchin, Abhinav Grandhi, Ninad Gore, Srinivas S. Pulugurtha, Amirhossein Ghasemi

“…Key analyses are divided into four areas: service reliability, which assesses autonomy disengagements caused by signal loss, technical issues, and environmental factors; service robustness, focusing on the shuttle’s ability to maintain operations under adverse conditions; performance metrics, including average speed, autonomy percentage, and battery usage; and service usage, which examines the number of trips and passengers to gauge efficiency. …”
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Development of ZrO2-TiO2 binary nanocomposites for enhanced energy storage in supercapacitors by Sridevi Patil, Bipin S. Chikkatti, Ashok M. Sajjan, Nagaraj R. Banapurmath

“…Simultaneously, it achieves a high energy density of 125.8 Wh kg⁻1, signifying its ability to store substantial amounts of energy per unit mass. …”
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Imaging mRNA Expression in Live Cells via PNA·DNA Strand Displacement-Activated Probes by Zhenghui Wang, Ke Zhang, Karen L. Wooley, John-Stephen Taylor

“…The increase was 4 to 7-fold higher than that for a non-complementary probe, thereby validating the ability of a PNA·DNA strand displacement-activated probe to image mRNA expression in vivo.…”
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Research Progress on the Bacteriostatic Mechanism, Biosynthesis and Application of Phenyllactic Acid by Shuaikang GUO, Na SONG, Guo ZHANG, Pei LI, Ku LI, Xiong CHEN

“…Factors that affect its yield and efficiency in the production process are also illustrated, which provide insights for industrial and market development.…”
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Manfaat Website sebagai Media Pemasaran untuk Meningkatkan Jangkauan Pelanggan Baru pada PT. Barokah Aulia Mastur by Ar Rahman, Shinta Yuliastriy, Zikra Ababil, Gustri Efendi, April Zahmi

“…The study concludes that the implementation of a web-based sales system enhances accessibility, increases promotional reach, and improves the efficiency of transaction records and customer engagement. …”
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Global competitiveness research by Anđelić Slavica, Trišić Marko, Petrović Jovana

“…The level of competitiveness is determined by productivity - ability to produce goods and services using existing human, financial, natural and other resources. …”
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Physics-Informed Neural Networks for Enhanced State Estimation in Unbalanced Distribution Power Systems by Petros Iliadis, Stefanos Petridis, Angelos Skembris, Dimitrios Rakopoulos, Elias Kosmatopoulos

“…This paper introduces a PINN-based framework for state estimation in unbalanced distribution systems, leveraging available data and embedded physical knowledge to improve accuracy, computational efficiency, and robustness across diverse operating scenarios. …”
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Selecting indicators for the measurement of low-value care using German claims data: A three-round modified Delphi panel. by Carolina Pioch, Anne Neubert, Lotte Dammertz, Hanna Ermann, Meik Hildebrandt, Peter Ihle, Monika Nothacker, Udo Schneider, Enno Swart, Reinhard Busse, Verena Vogt

“…In round one, each indicator was rated for its ability to indicate low-value healthcare and its measurability in German claims data. …”
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Joint Design of Altitude and Channel Statistics Based Energy Beamforming for UAV-Enabled Wireless Energy Transfer by Jinho Kang

“…In recent years, UAV-enabled wireless energy transfer (WET) has attracted significant attention for its ability to provide ground devices with efficient and stable power by flexibly navigating three-dimensional (3D) space and utilizing favorable line-of-sight (LoS) channels. …”
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A digital twin based forecasting framework for power flow management in DC microgrids by Kerry Sado, Jarrett Peskar, Austin Downey, Jamil Khan, Kristen Booth

“…Abstract The ability to forecast system conditions is integral to the definition and functionality of digital twins. …”
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PID CONTROLLER FOR SPEED CONTROL OF PMSM BASED ON MAYFLY OPTIMIZATION ALGORITHM by Fatimah F. Jaber

“…Permanent magnet synchronous motor (PMSM) is extensively employed in AC servo drives owing to their superior torque-to-inertia ratio, power density, efficiency, and power factor compared to other motors. …”
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Grasshopper Algorithmic Modelling: Parametric Design for Product Platform Customisation by Amanda Martín-Mariscal, Juan Francisco Fernández-Rodríguez, Alberto Picardo, Estela Peralta

“…The analysis provided insight into the ability of Grasshopper to (1) automate the generation of product variants within platforms; (2) enable the flexible creation of scalable, customised design alternatives; and (3) improve efficiency in the platform design process in terms of time and technical resources. …”
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