Study on lightweight strategies for L-YOLO algorithm in road object detection by Ji Hong, Kuntao Ye, Shubin Qiu

“…First, L-HGNetV2 replaces the backbone network of YOLOv8s to enhance feature extraction and fusion efficiency. Second, a small object detection layer is introduced into the feature fusion network, replacing the original C2f modules with the new CStar modules. …”
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Electrically heated carbon textile reinforced concrete – perspectives for multifaceted building concepts by Dahlhoff Annette, Raupach Michael

“…In addition to remarkable material properties such as tensile load-bearing behaviour, durability and density, this innovative material features high electrical conductivity, offering the potential for electrical heat generation within building components. …”
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Rupture Dynamics and Near-Fault Ground Motion of the Mw7.8 Kahramanmaraş, Turkey earthquake of February 6, 2023 by Hideo Aochi, Victor Manuel Cruz-Atienza

“…To explain the rupture extent of 200 km and the average speed, a regional non-uniform load is necessary and was determined from the orientation and intensity of the principal stresses. …”
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Analysis of Single-Pilot Intention Modeling in Commercial Aviation by Lei Dong, Hongbing Chen, Changxiao Zhao, Peng Wang

“…The operation sequence with the feature data is finally loaded into the softmax layer for intention classification. …”
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How easy are audio descriptions? Exploring the viability of hybrid access services across English, Spanish and Catalan by Blanca Arias-Badia, Anna Matamala

“…The paper reports on features connected to sentence complexity, namely sentence length, part-of-speech distribution, verbs per sentence, and frequency of verbal periphrases. …”
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Enhancing Efficiency and Creativity in Mechanical Drafting: A Comparative Study of General-Purpose CAD Versus Specialized Toolsets by Simón Gutiérrez de Ravé, Eduardo Gutiérrez de Ravé, Francisco J. Jiménez-Hornero

“…These gains are attributed to automation features such as parametric constraints, standard part libraries, and automated dimensioning, which lower cognitive load and support iterative design. …”
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Multi-Stage Restoration Strategy to Enhance Distribution System Resilience with Improved Conditional Generative Adversarial Nets by Wenxia Liu, Yuehan Wang, Qingxin Shi, Qi Yao, Haiyang Wan

“…On the premise of meeting the constraints of emergency microgrids and load characteristics, the optimal MESS configuration scheme and controllable DGs output are achieved to maximize the restoration of the power supply for critical loads. …”
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Static Voltage Stability Evaluation and Correction Strategy Based on Stage Solving Strategy and SIFT by Yan Wen, Xiaoming Liu, Yongzhi Zhou, Huiwen Zhang, Donglei Sun

“…The results indicated that the boundary feature extraction method based on SIFT could effectively realize the extraction of boundary features and reflect the correlation between the network and the load. …”
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EHA-YOLOv5: An Efficient and Highly Accurate Improved YOLOv5 Model for Workshop Bearing Rail Defect Detection Application by Jiyong Hu, Hongfei Yang, Jiatang He, Dongxu Bai, Hongda Chen

“…This framework, designed specifically for the unique challenges presented by load-bearing rails, integrates advanced machine vision and deep learning technologies. …”
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Validity and informativity enhancement of ultrasonic testing of cast parts of railway rolling stock by A. N. Kireev, Y. K. Sklifus, M. A. Kireeva

“…The shape of the defect has the greatest effect under alternating loads. This often refers to dynamically loaded parts of the RRS underframe. …”
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Personal response to immune checkpoint inhibitors of patients with advanced melanoma explained by a computational model of cellular immunity, tumor growth, and drug. by D Perlstein, O Shlagman, Y Kogan, K Halevi-Tobias, A Yakobson, I Lazarev, Z Agur

“…Simulations captured the major features of Patient O's disease, displaying a good fit to her clinical data. …”
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Rehabilitation and Motion Symmetry Analysis With a TACX Smart Cycling Trainer Using Computational Intelligence by Hana Charvatova, Daniel Martynek, Alexandra Molcanova, Ales Prochazka

“…The research objectives include analysis of motion patterns, evaluation of motion symmetry under varying loads, and examination of heart rate responses to load variations. …”
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On the issue of creating the optimal last stage of powerful steam turbines of nuclear power plants by T. V. Bogomolova, G. A. Ahmadzadeh

“…The article describes the relevance of the topic, discusses the features of the use of the author's software in solving the tasks. …”
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An Active Isodicentric X Chromosome in a Case of Refractory Anaemia with Ring Sideroblasts Associated with Marked Thrombocytosis by Rosario M. Morales Camacho, Javier Sanchez, Irene Marcos Luque, Ricardo Bernal, Jose F Falantes, Jose A Pérez-Simón

“…Refractory anaemia with ring sideroblasts and marked thrombocytosis (RARS-T) is a provisional entity in the World Health Organization (WHO) classification. It displays features characteristic of both myelodysplastic syndrome and myeloproliferative neoplasia plus ring sideroblasts ≥15% and marked thrombocytosis. …”
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Geometrical and structural design development of an active-bending structure from natural fibre pultruded profiles: The LightPRO shell by Evgenia Spyridonos, Yanan Guo, Marta Gil Pérez, Hanaa Dahy

“…This study introduces innovative natural fibre pultruded profiles for load-bearing applications in structural systems. …”
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Modern thermal protection systems for solid rocket motors: A comparative review of composite manufacturing technologies by Mohammed Meiirbekov, Mukhammed Sadykov, Assem Kuandyk, Meiir Nurzhanov, Nurmakhan Yesbolov, Berdiyar Baiserikov, Arman Kulbekov

“…Special attention is given to a comparative analysis of the technological features of the reviewed methods, the applicability of the resulting materials under extreme thermal and mechanical loads, and the prospects for integrating various approaches to develop reliable thermal protection systems. …”
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Reactive Power Optimization of a Distribution Network Based on Graph Security Reinforcement Learning by Xu Zhang, Xiaolin Gui, Pei Sun, Xing Li, Yuan Zhang, Xiaoyu Wang, Chaoliang Dang, Xinghua Liu

“…Experiments conducted on real load profiles demonstrated that the proposed method reduced the voltage violation rate to 0%, compared to 4.92% with the Deep Deterministic Policy Gradient (DDPG) algorithm and 5.14% with the Twin Delayed DDPG (TD3) algorithm. …”
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Research on Fault Diagnosis Method of Electro-Hydrostatic Actuator by Lei Zhufeng, Qin Lvjun, Wu Xiaodong, Jin Wen, Wang Caixia

“…This paper proposed a novel fault feature extraction method and applied to fault diagnosis of electrohydrostatic actuator. …”
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Multi-Input DC-DC Converter for Nanogrid Integration with Solar Photovoltaic Systems by Sivaram Natarajan Vijayanathan, Irfan Ahmad Khan, Lavanya Anbazhagan, Pradeep Vishnuram, Mohit Bajaj

“…The converter is capable of supplying load power from one or two sources simultaneously and independently. …”
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Biomarkers for response to TIL therapy: a comprehensive review by Marco Donia, Troels Holz Borch, Inge Marie Svane, Víctor Albarrán Fernández, Pablo Ballestín Martínez, Joachim Stoltenborg Granhøj

“…This review aims to comprehensively summarize the current evidence regarding the potential impact of tumor-related factors (such as mutational burden, neoantigen load, immune infiltration, status of oncogenic driver genes, and epigenetic modifications), patient characteristics (including disease burden and location, baseline cytokines and lactate dehydrogenase serum levels, human leucocyte antigen haplotype, or prior exposure to immune checkpoint inhibitors and other anticancer therapies), phenotypic features of the transferred T cells (mainly the total cell count, CD8:CD4 ratio, ex vivo culture time, expression of exhaustion markers, costimulatory signals, antitumor reactivity, and scope of target tumor-associated antigens), and other treatment-related factors (such as lymphodepleting chemotherapy and postinfusion administration of interleukin-2).…”
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