Deep learning in defects detection of PV modules: A review by Katleho Masita, Ali Hasan, Thokozani Shongwe, Hasan Abu Hilal

“…Despite achieving high accuracy, challenges such as the need for large datasets and model generalization across different PV modules and environmental conditions remain. The integration of DL with aerial inspection technologies and advance- ments in image processing holds promise for further enhancing the reliability and efficiency of solar energy systems.…”
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A Gradual Approach for Multimodel Journey Planning: A Case Study in Izmir, Turkey by Feriştah Dalkılıç, Yunus Doğan, Derya Birant, Recep Alp Kut, Reyat Yılmaz

“…Planning a journey by integrating route and timetable information from diverse sources of transportation agencies such as bus, ferry, and train can be complicated. …”
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Automated Classification of Circulating Tumor Cells and the Impact of Interobsever Variability on Classifier Training and Performance by Carl-Magnus Svensson, Ron Hübler, Marc Thilo Figge

“…Application of personalized medicine requires integration of different data to determine each patient’s unique clinical constitution. …”
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BANNMDA: a computational model for predicting potential microbe–drug associations based on bilinear attention networks and nuclear norm minimization by Mingmin Liang, Xianzhi Liu, Juncai Li, Qijia Chen, Bin Zeng, Zhong Wang, Jing Li, Lei Wang

“…In this manuscript, we introduced an innovative computational model named BANNMDA by integrating Bilinear Attention Networks(BAN) with the Nuclear Norm Minimization (NNM) to uncover hidden connections between microbes and drugs.MethodsIn BANNMDA, we initially constructed a heterogeneous microbe-drug network by combining multiple drug and microbe similarity metrics with known microbe-drug relationships. …”
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Interconnected Microgrids Load‐Frequency Control Using Stage‐by‐Stage Optimized TIDA+1 Error Signal Regulator by Hossein Shayeghi, Alireza Rahnama, Nicu Bizon, Antoni Szumny

“…The proposed controller, denoted as TIDA+1, combines tilt, integrator, derivative, and acceleration operators in a parallel configuration to refine the incoming error signal. …”
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Diagnostic classification in toxicologic pathology using attention-guided weak supervision and whole slide image features: a pilot study in rat livers by Philip Zehnder, Jeffrey Feng, Trung Nguyen, Philip Shen, Ruth Sullivan, Reina N. Fuji, Fangyao Hu

“…The improved classification performance and higher contrast heatmaps better support toxicologic pathologists’ histopathology analysis and will enable more efficient workflows as they are further refined and integrated into routine use.…”
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From collective vulnerability to the emancipatory agency of the self by Santiago Urrea Yela, David Osorio-García

“…It also emphasizes the need for policies integrating local voices and experiences in risk management and social assistance to foster transformative, long-term change.…”
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El criterio de “correspondencia de policromías” como fuente primaria para la historia del arte. La Virgen del Rosario de Santibáñez de la Sierra, Salamanca by Alejandra del Barrio Luna

“…El estudio artístico de la escultura se ha basado en análisis científicos previos a la restauración porque se entiende la obra como un continuo integral para asegurar la mejor interpretación y conservación de la pieza. …”
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The Role of Neurokinin-1 Receptor in the Microenvironment of Inflammation and Cancer by Marisa Rosso, Miguel Muñoz, Michael Berger

“…Recently, it has become apparent that SP can induce tumor cell proliferation, angiogenesis, and migration via the NK-1 receptor, and that the SP/NK-1 receptor complex is an integral part of the microenvironment of inflammation and cancer. …”
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Perspectives on Intelligence in Soft Robotics by Vera Gesina Kortman, Barbara Mazzolai, Aimeé Sakes, Jovana Jovanova

“…In the field of soft robotics, various approaches offer insight into how intelligence can be integrated into artificial agents. A discussed topic is the intricate relationship between the brain and the body at the core of intelligence in robots. …”
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Advancements in cold spraying for polymer matrix composites: enhanced LSP and EMI shielding performance — review and future directions by Bugra Karahan, Ismail Ozdemir, Thomas Grund, Niclas Hanisch, Thomas Lampke

“…Future research directions include the exploration of hybrid metallization strategies and the integration of cold spraying with additive manufacturing, highlighting their potential to create multifunctional and high-performance PMC-based systems. …”
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Temporal-Spatial Traffic Flow Prediction Model Based on Prompt Learning by Siteng Cai, Gang Liu, Jing He, Yulun Du, Zhichao Si, Yunhao Jiang

“…The model utilizes spatiotemporal context learning capabilities to capture the periodic states of traffic flows, enhancing the extraction of spatiotemporal features by integrating spatiotemporal information. Experimental results show that the spatiotemporal traffic flow prediction model equipped with a spatiotemporal prompt learning module outperforms several mainstream benchmark models in terms of predictive performance. …”
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Active Tube-Shaped Actuator with Embedded Square Rod-Shaped Ionic Polymer-Metal Composites for Robotic-Assisted Manipulation by Yanjie Wang, Jiayu Liu, Denglin Zhu, Hualing Chen

“…So, in this paper, we try to develop an approach which involves molding or integrating rod-shaped IPMC actuators into a soft silicone rubber structure to create an active tube. …”
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The effect of hamstring /quadriceps muscle strength ratio on plantar pressure distribution - A pilot study by Gamze Çobanoğlu, Zeynep Berfu Ecemiş, Batuhan Ünal Şimşek, Nevin A. Güzel, Esedullah Akaras

“…The study highlights the necessity of integrating muscle strength assessments in clinical evaluations to enhance musculoskeletal health and functional mobility.…”
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Rachel Carson’s enduring call: a 60-year echo for harmony with nature by Olcay Ünver, Gavrielle Orman, Kiril Hristovski

“…This article delves into the core principles of integrated pest management (IPM) and biopesticides, offering alternatives to traditional chemical insecticides. …”
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Compact High-Zoom-Ratio Mid-Wavelength Infrared Zoom Lens Design Based on Particle Swarm Optimization by Zhenhao Liu, Jipeng Zhang, Yuqi Huang, Xin Zhang, Hongbo Wu, Jianping Zhang

“…The particle swarm optimization (PSO) algorithm is introduced into the zooming process analysis, and a program is developed in MATLAB to solve for the initial structure. This algorithm integrates physical constraints from lens analysis and evaluates candidate solutions based on key design parameters, such as total lens length, zoom ratio, Petzval field curvature, and focal length at tele end. …”
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Potential and development of cellular vesicle vaccines in cancer immunotherapy by Wenxi Zhao, Xianjun Li, Jialu Guan, Shuai Yan, Lizhi Teng, Xitong Sun, Yuhan Dong, Hongyue Wang, Weiyang Tao

“…This vaccine has a unique structure that can integrate antigen and adjuvant carriers to improve the delivery efficiency and immune activation ability, which brings new ideas for cancer vaccine design. …”
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Reliability of high-performance monolayer MoS2 transistors on scaled high-κ HfO2 by Hao-Yu Lan, Shao-Heng Yang, Karim-Alexandros Kantre, Daire Cott, Rahul Tripathi, Joerg Appenzeller, Zhihong Chen

“…Abstract The successful integration of ultrathin high-κ insulators is essential for the advancement of ultra-scaled field-effect transistors (FETs) based on two-dimensional (2D) semiconductors in future technology nodes. …”
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Multi-stakeholder perspectives of community pharmacies’ extended services in Al Baha province, Saudi Arabia: A qualitative study by Khalid S. Alghamdi, Mahdi H. Alsugoor, Max Petzold, Laith Hussain-Alkhateeb, Christina Ljungberg Persson

“…Developing interprofessional policy is also vital, as this would allow community pharmacies to integrate into the health system.…”
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Enhancing EFL writing skills for adult Deaf and hard of hearing individuals by Marta Chomicz, Marta Chomicz

“…The study emphasizes the need for a balanced approach that integrates both technology and traditional methods to foster comprehensive EFL skill development.…”
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