More intelligent knowledge graph: A large language model-driven method for knowledge representation in geospatial digital twins by Jinbin Zhang, Jun Zhu, Zhihao Guo, Jianlin Wu, Yukun Guo, Jianbo Lai, Weilian Li

“…We developed a prototype system and selected an earthquake disaster as a typical geographic event for experimental analysis. …”
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A convolutional neural network driven suspension control strategy to enhance sustainability of high-speed trains by Duo Zhang, Hong-Wei Li, Fang-Ru Zhou, Yin-Ying Tang, Qi-Yuan Peng

“…For addressing this challenge, a convolutional neural network driven control strategy is proposed for the suspension system of high-speed vehicles to simultaneously reduce energy consumption and carbody vibration on curved tracks. …”
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Energy Interaction and Energy Storage Sharing Optimization Method for Users, Base Stations, and Charging Stations by HU Long, FANG Baling, FAN Feilong, CHEN Dawei, LI Xinxi, ZENG Run

“…Next, incorporating 0-1 integer variables, a solution method utilizes the adaptive differential evolution algorithm combined with the mixed-integer optimization theory. …”
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Developing digital image processing methods to quantify internal and interfacial convection in the Hele-Shaw cell, with applications to the laboratory ice–ocean boundary layer by Safiyyah Moos, Marcello Vichi, François Fripiat, Jean-Louis Tison, Anne de Wit, Tokoloho Rampai

“…Previous studies lack the ability to provide a temporal evolution of this dynamic system at a high enough resolution to investigate these interactions. …”
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Matrix Creation for Mass-Manufacturing the Microprismatic Plane-Focusing Lenses by Eugene Antonov, Minglei Fu, Volodumyr Lysenko, Dmytro Manko, Viacheslav Petrov, Volodymyr Zenin

“…We propose an algorithm for simulating matrix parameters suitable for mass- manufacturing the microprismatic plane-focusing Fresnel lenses. …”
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Results after implementation of the European protocol in the management of post-TAVI conduction disorders by Domingo López Vázquez, Xacobe Flores Ríos, Fausto de Andrés, Carmen Vidau Getán, Ramón Calviño Santos, José Manuel Vázquez Rodríguez

“…We conducted a retrospective analysis with 337 patients treated with TAVI at our center from September 2021—when the European clinical practice guidelines algorithm for post-TAVI conduction disorders was systematically implemented—through March 2023. …”
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Mid-Water Ocean Current Field Estimation Using Radial Basis Functions Based on Multibeam Bathymetric Survey Data for AUV Navigation by Jiawen Liu, Kaixuan Wang, Shuai Chang, Lin Pan

“…Subsequently, by dividing the multibeam bathymetric point cloud data surveyed by the AUV into submaps and performing a terrain-matching algorithm, relative position observations among different AUV positions can be constructed. …”
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Review of machine learning-assisted multi-property design of high-entropy alloys: phase structure, mechanical, tribological, corrosion, and hydrogen storage properties by Yunlong Li, Jialiang Tan, Cheng Qian, Xiaochao Liu, Rui Nie

“…High-entropy alloys (HEAs), a novel class of multi-component alloy systems, have attracted much attention due to their unique compositions and outstanding performance advantages. …”
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ACUTE GASTRIC DILATATION IN CHILDREN by E. Yu. D'yakonovax, A. S. Bekin, I. V. Poddubniy, A. A. Isaev, O. N. Nakovkin, A. V. Krasavin, A. S. Malashenko

“…The authors describe clinical manifestations, pathogenesis and diagnostic algorithm, which allowed establishing this rare diagnosis. …”
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Comprehensive approach to the choice of therapy in patients with osteoarthritis at the first visit to the doctor. Expert consensus (literature review and resolution) by A. M. Lila, O. N. Tkacheva, N. N. Yakhno, A. V. Naumov, L. I. Alekseeva, Yu. V. Kotovskaya, M. V. Putilina, M. L. Kukushkin, A. Yu. Kochish, E. A. Taskina, G. R. Abuzarova

“…Osteoarthritis (OA) is the most common pathology of the musculoskeletal system and is a serious medical and social problem. …”
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Distributed multi‐station target tracking based on unscented particle filter and Dempster‐Shafer theory by Haoxuan Du, Dazheng Feng, Meng Wang, Xuqi Shen, Duo Ye

“…This indicates that the proposed algorithm can improve estimation precision in dynamic and uncertain environments.…”
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Radiological and Functional Research Methods in the Diagnosis of Segmental Instability in Cervical Osteochondrosis and of Cervicobrachial Syndrome by Z. V. Koshkareva, V. A. Sorokovikov, A. P. Zhivotenko, O. V. Sklyarenko, B. B. Damdinov, А. N. Kiriyenko

“…Based on the obtained fundamental knowledge, an algorithm for diagnosing osteochondrosis of the cervical spine and cervicobrachial syndrome has been developed and scientifically substantiated.…”
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NT-proBNP for Heart Failure Screening in Primary Care in an Eastern European Country: What We Know and Proposed Steps by Ioana Camelia Teleanu, Anca Mîrșu-Păun, Cristian Gabriel Bejan, Ana-Maria Alexandra Stănescu

“…The significant financial burden on the healthcare system matches these sobering data. Thus, efficient programs for patients with HF have been called for. …”
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Towards precision agriculture: metaheuristic model compression for enhanced pest recognition by Sana Parez, Norah Saleh Alghamdi, Tahir Mahmood, Waseem Ullah, Muhammad Attique Khan, Taha Houda, Naqqash Dilshad

“…To reduce model complexity and improve deployment feasibility, a metaheuristic optimization algorithm was incorporated that significantly reduces computational overhead without compromising performance. …”
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DRL-Based UAV Path Planning for Coverage Hole Avoidance: Energy Consumption and Outage Time Minimization Trade-Offs by Bahareh Jafari, Mazen Hasna, Hossein Pishro-Nik, Nizar Zorba, Tamer Khattab, Hamid Saeedi

“…Our observations indicate that such a trade-off is more pronounced for spiral trajectories compared to oval trajectories, but both of them are useful depending on the QoS and energy constraints imposed by the system.…”
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Exploring Multiscale Causal Interventions for Burned Area Estimation by A. Mustofa Irawan, A. Mustofa Irawan, M. Vall-llossera, M. Vall-llossera, C. López-Martínez, C. López-Martínez, A. Camps, A. Camps, A. Camps, G. Portal, M. Pablos, A. Alonso-González

“…Understanding complex causal interactions between local, continental, and global drivers remains a significant challenge in wildfire prediction systems. This study implements a causal inference framework combining the Peter-Clark momentary conditional independence (PCMCI) algorithm with <em>do</em>-calculus interventions to analyse land-atmosphere feedback mechanisms influencing wildfire dynamics across South Asia (India, Pakistan, Myanmar, and adjacent regions). …”
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Hepatocentric approach to achieving compensation of diabetes mellitus in people with non-alcoholic steatohepatitis by N.M. Protas, I.O. Kostitska, M.V. Bielinskyi

“…A hepatocentric approach to the safe and effective management of T2DM in individuals with NASH is justified by the timely use of an updated treatment algorithm with an emphasis on sodium-glucose cotransporter 2 inhibitors.…”
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SIMPLIFIED MATHEMATICAL MODEL OF SMALL SIZED UNMANNED AIRCRAFT VEHICLE LAYOUT by V. V. Vyshinsky, A. O. Kislovskiy, S. A. Kolchev

“…This article covers the approach to development of quick aerodynamic design methods based on artificial intelligence neural system. The problem is being solved for the classical scheme of small sized unmanned aircraft vehicle (UAV). …”
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Development of model for human factor influence assessment on construction and road machines operation efficiency by V. E. Ovsiannikov, V. I. Vasiliev

“…One of the most effective ways out of this situation is to improve the machines from the point of view of ensuring the compatibility of the elements of the human-machine system. The article considers the issues of the engineering and psychological component of compatibility.Materials and methods. …”
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Revealing Pathway Dynamics in Heart Diseases by Analyzing Multiple Differential Networks. by Xiaoke Ma, Long Gao, Georgios Karamanlidis, Peng Gao, Chi Fung Lee, Lorena Garcia-Menendez, Rong Tian, Kai Tan

“…With the exponential growth of omics data, our method can aid in generating systems-level insights into disease progression.…”
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