An LSTM-driven thermoelectric coupling response prediction method for shape memory alloy actuators by Shaozhe Ding, Longbin Liu, Shifeng Zhang, Mingkun Li

“…Unlike conventional approaches, our method decouples material behavior prediction from actuator geometry: A single-layer LSTM network processes voltage-time sequences to predict SMA wire’s temperature and resistance dynamics, while a physics-based model computes angular displacement through phase transformation and constitutive equations. …”
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Establishing and Assessing of a Leak Collection System Analysis Method by Computational Fluid Dynamics by Dae Kyung Choi, Won Man Park, Woo-Shik Kim, Dong-Jin Euh, Tae-Soon Kwon, Choengryul Choi

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Evaluation of Tensile Force in a Porcine Trachea Using a Reflective Optical Method by Pedro A. Lomelí-Mejía, Alfredo Cruz-Orea, Víctor M. Araujo-Monsalvo, Alberto López-Sánchez, Andrés Huerta-Azuara, Crystal Aguirre-Palomé, Víctor M. Domínguez-Hernández

“…The tension in the anastomosis should not exceed 1,000 g. Traditional methods for estimating tension in the trachea are very invasive. …”
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Method of electrochemical biotesting for comparative analysis of probiotic and antibiotic properties of various plant extracts by V. S. Sibirtsev, U. Yu. Nechiporenko

“…Objectives. The purpose of this study was to develop an objective instrumental method for assessing microbial contamination and expressing the probiotic and antibiotic properties of food, pharmacological, and other products.Methods. …”
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Pattered manipulation method for heavy-haul trains considering air brake performance diversity by XIAO Zhiming, WANG Dalong, WANG Qingyuan, LIU Qiangqiang, WEI Mi

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Structural Damage Identification Method of Girder Bridges Based on Multilevel Data Fusion Theory by Chang-Sheng Xiang, Hai-Long Liu, Yu Zhou, Chen-Yu Liu, Li-Xian Wang

“…It can be concluded that the recognition results agree well with man-made damage cases whatever the positions or degrees are. Finally, a test study on a simply supported steel beam with different damage forms is carried out. …”
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Intelligent Carbon Metering and Settlement Method of New Power System Based on Blockchain Technology by Ruxin Wen, Wen Tian, Huiying Liu, Wenjuan Lin, Xizhong Zhou, Xuerong Li

“…Through the data analysis of practical application cases in an industrial park in China, this study concludes that the carbon emission statistical settlement method based on blockchain technology solves the problems of untrustworthiness, unreliability, and inconsistency in the statistical and settlement methods during the statistical settlement of electric energy statistics and energy consumption carbon emissions.…”
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Node-Based Steady-State and Dynamic Gas Grid Calculation Method With Electrical Analogies by Daniela Vorwerk, Detlef Schulz

“…An iterative algorithm for steady gas flow and a straightforward calculation process for unsteady flow are developed based only on node equations. Study cases for sample gas networks of different pressure levels are investigated with varying spatial resolutions of pipeline segments. …”
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The Solution Method for Ultra-Fine Group Slowing-Down Equations Applicable to Stochastic Media by Song Li, Lei Liu, Yongfa Zhang, Qian Zhang, Qi Cai

“…This study presents an innovative solution method for ultra-fine group slowing-down equations tailored to stochastic media with double heterogeneity (DH), focusing on advanced nuclear fuels such as fully ceramic microencapsulated (FCM) fuel and Mixed Oxide (MOX) fuel. …”
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A Hierarchical Planning Method for AUV Search Tasks Based on the Snake Optimization Algorithm by Zhiwen Wen, Zhong Wang, Xiangdong Wen, Chenxi Niu, Pei Wang, Daming Zhou

“…In a complex and dynamic battlefield environment, enabling autonomous underwater vehicles (AUVs) to reach dynamic targets in the shortest possible time using global autonomous planning is a key issue affecting the completion of search tasks. In this study, ahierarchicalAUV task planning method that uses a combination of hierarchical programming and a snake optimization algorithm is proposed for two typical cases where the platform can provide initial target information. …”
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A method to evaluate the functional state of the human brain after acute in-hospital stroke by K. S. Brazovskii, D. A. Vinokurova, V. A. Strezh, V. Yu. Ussov

“…Unfortunately, in-time diagnostic neuroimaging (computed tomography and magnetic resonance imaging) in cases of severe brain damages is considerably hindered increasing the risk of an adverse outcome.The aim of the study was to develop a method to evaluate the functional state of the human brain in patients with severe in-hospital stroke measuring parameters of electrical activity in the central nervous system.Materials and methods. …”
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Capturing the songs of mice with an improved detection and classification method for ultrasonic vocalizations (BootSnap). by Reyhaneh Abbasi, Peter Balazs, Maria Adelaide Marconi, Doris Nicolakis, Sarah M Zala, Dustin J Penn

“…Here we evaluate their advantages and disadvantages in a full, systematic comparison, while also presenting a new approach. This study aims to 1) determine the most efficient USV detection tool among the existing methods, and 2) develop a classification model that is more generalizable than existing methods. …”
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Stochastic <i>SO</i>(2) Lie Group Method for Approximating Correlation Matrices by Melike Bildirici, Yasemen Ucan, Ramazan Tekercioglu

“…In this study, we employed the time-dependent correlation matrix based on isospectral flow using the Lie group method to assess the price of Bitcoin and gold from 19 July 2010 to 31 December 2024. …”
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Augmented Reality Interactive Guide System and Method for Tourist Attractions Based on Geographic Location by Xueqiu Zhuang, Huihua Jiao, Kai Lu

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Treatment Results of Residual-Angles Operated Esotropia by the Method of Z-Shaped Marginal Myotomy by A. S. Gavrilyuk, A. V. Artamonova, A. O. Ivanova, I. V. Maksimov, L. N. Zubareva

“…Analysis of the results of weakening of previously operated internal rectus muscle by the method of Z-shaped marginal myotomy.Patients and methods. …”
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Using and reporting the Delphi method for selecting healthcare quality indicators: a systematic review. by Rym Boulkedid, Hendy Abdoul, Marine Loustau, Olivier Sibony, Corinne Alberti

“…<h4>Objective</h4>Delphi technique is a structured process commonly used to developed healthcare quality indicators, but there is a little recommendation for researchers who wish to use it. This study aimed 1) to describe reporting of the Delphi method to develop quality indicators, 2) to discuss specific methodological skills for quality indicators selection 3) to give guidance about this practice.…”
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Investigating the Hydraulic Efficiency of the Labyrinth Weir Using the Flow3D Numerical Method by R. Daneshfaraz, M. Majedi Asl, T. OmidPour Alavian

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A Lightweight Two-Step Detection Method for Real-Time Small UAV Detection by Sungkyu Jung, Jaeyeon Jang, Chang Ouk Kim

“…To address the frequent misclassification of small UAVs in one-stage object detectors, this study proposes a two-step detection method, as illustrated in the graphical abstract, which summarizes the proposed approach. …”
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Radiofrequency ablation as a method of choice for the treatment of lower extremity varicose veins disease by O. Yu. Atamaniuk, V. D. Skrypko, V. M. Atamaniuk

“…The aim of the work is to improve the radiofrequency ablation (RFA) protocol in order to minimize disease recurrence and to improve the life quality of patients with lower extremity varicose veins disease (LEVVD). Materials and methods. An open-label, prospective study of the effectiveness of a modified RFA protocol for the treatment of 210 consecutive patients with clinical grade C2-C6 of LEVVD was conducted. …”
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Research on Parallel Computing Method for Neutron Transport on Tetrahedral Unstructured Meshes Based on COME by ZHONG Yangyu, ZHANG Tiancheng, ZHOU Xiafeng

“…The computational time for different parallel strategies indicates that the TETRIS achieves parallel efficiency of over 50% in most cases when utilizing over 100 cores. The acceleration factor achieved by the Krylov subspace method reaches a maximum of 3.47.…”