Enhancing Real-Time Simulation of the Complexity Natural Gas Pipeline Network Through MLP-Newton Algorithm for High Precision and Reliability by Hankai Zhai, Xinming Song, Xiaoli Wang, Wentao Cui, Yeru Chen, Shuai Wang

“…To solve the sensitivity problem of Newton’s iterative method, the advantages of Multilayer Perceptron (MLP) in data prediction are utilized in this work. A new initial value prediction algorithm of Newton’s iterative method is proposed based on the multilayer perceptron in the real-time simulation system of gas pipeline network. …”
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Open Window Mapping of Accessory Pathways: A Literature Review and Practical Guide by Rajdip Dulai, Fatima Bangash, Ajay Sharma, Alex Cambridge, Geoff Wong, Wei Lim, David Farwell, Jason Garcia, Neil T Srinivansan

“…OWM has significant advantages over conventional point-by-point mapping techniques. The purpose of this review is to summarise the currently available literature on the OWM technique and to highlight the technical aspects and mapping considerations for OWM, including specific cases demonstrating its utility.…”
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ORGANIZING SELF-EDUCATION ACTIVITIES FOR MEDICAL COLLEGE STUDENTS IN THE CONTEXT OF BLENDED LEARNING by Pysmenna Oleksandra

“…The blended learning system is presented as an integration of face-to-face classroom and clinical sessions, independent student work, and online learning. …”
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Impedance Spectrum Measurement and Fault Detection for XLPE Coaxial Cables by LIU Chunqi, LI Shufeng, HUANG Yu, CHEN Dongsheng

“…By establishing a baseline to improve the discrimination rate of fault defects, the fault information of the same cable is detected from the first and last ends respectively, and the distance between the two opposite-direction extreme points within the local range of the maximum jump point is taken as the fault length. …”
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Towards Accurate Photogrammetry Using Molded Markers by Iñigo Auzmendi Iriarte, Oier Saez de Egilaz, Pedro Gonzalez de Alaiza Martinez, Imanol Herrera

“…Traditional marker-based photogrammetry systems often require the attachment and removal of a sticker for each measured point, involving labor-intensive manual steps. …”
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Research on Two-Stage Data Compression at the Acquisition Node in Remote-Detection Acoustic Logging by Xiaolong Hao, Yangtao Hu, Bingnan Yan, Hang Hui, Yunxia Chen, Bingqi Zhang

“…This approach includes a field programmable gate array (FPGA)-based hardware system and a two-stage downhole data compression algorithm combining wavelet transform and adaptive differential pulse-code modulation paired with ground decompression software. …”
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Research on Construction of Suzhou’s Historical Architectural Heritage Corridors and Cultural Relics-Themed Trails Based on Current Effective Conductance (CEC) Model by Yao Wu, Yonglan Wu, Mingrui Miao, Muxian Wang, Xiaobin Li, Antonio Candeias

“…By integrating historical architectural types, settlement forms, and ecological patterns, the research builds a multi-scale narrative and experience system that addresses fragmentation while improving coordination and sustainability. …”
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Additive friction stir deposition vs. friction surfacing: Comparison of friction stir-based approaches for groove repair of high strength aluminum alloys by Zina Kallien, Victor A. Rojas, Pietro Aspes, Adam N. Swinney, Trevor J. Fleck, J. Brian Jordon, Paul G. Allison, Benjamin Klusemann

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Permanent Magnet Synchronous Motor Stator and Rotor Fault Detection Using Transfer Learning and Field-Circuit Model by Maciej Skowron, Mateusz Krzysztofiak

“…Changing the type of failure requires the repeated training and implementation of a new neural structure. The main point in the development of new diagnostic applications is the extraction of damage symptoms, which significantly extends system implementation. …”
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Design and analysis of BLDC motor speed control for electric vehicles powered by solar PV and grid supply by Abhishek Kumar, M. Venkatesh Naik, Rahul Kumar, Aman

“…Abstract This paper explores the design, analysis, and comparison of different control strategies for managing the speed of brushless direct current (BLDC) motors in electric vehicles (EVs) powered by both solar photovoltaic (PV) systems and grid supply. The proposed system utilizes a dual-source power configuration, where solar energy is optimized using an advanced maximum power point tracking (MPPT) technique via a boost converter. …”
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Optimization Design of Diaphragm Profile based on Kriging Model by Geng Hu, Zhigang Chen, Ding Zhang

“…The proposed method is then utilized to optimize the profile design of a diaphragm in a helicopter transmission system，and the results show that the static stress and dynamic stress of the critical point for the optimized diaphragm are decreased by 18.7% and 40.7% respectively compared with the original diaphragm design，and thus the high-cycle fatigue safety factor of the optimized diaphragm is increased by 52.8%. …”
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Fractional and stochastic modeling of breast cancer progression with real data validation. by Khaled Aldwoah, Hanen Louati, Nedal Eljaneid, Tariq Aljaaidi, Faez Alqarni, AbdelAziz Elsayed

“…Theoretical analysis, employing fixed-point theory for the fractional-order phases and Ito calculus for the stochastic phase, establishes the existence and uniqueness of solutions. …”
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Acquisition and elaboration of superficial three-dimensional images in plastic and reconstructive surgery: Applications by Alfano C, Mezzana Paolo, Scuderi N

“…When analysing 3D-imaging techniques it is important to appreciate their utility for the planning and the follow up of surgery, particularly for the head and thorax, where the three dimensional evaluation is better than the classic double dimensional system that is incomplete and difficult to interpret. …”
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A Comparative Study on the Electrical Characteristics of Generating Plasma by Using Different Target Sources by Baghdad Science Journal

“…Glow discharge plasma generated in a home-made DC magnetron sputtering system, and a DC-power supply of high voltage as input to the discharge electrodes were both utilized. …”
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Riverine agroforestry for high carbon sequestration and river ecosystem rejuvenation: A case of Lilagar River, Bilaspur, Chhattisgarh, India by Arun Kumar Shukla, K. K. Chandra, Rajesh Kumar, Atul Kumar Bhardwaj

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Advanced Mobility Handover for Mobile IPv6 Based Wireless Networks by Ali Safa Sadiq, Norsheila Binti Fisal, Kayhan Zrar Ghafoor, Jaime Lloret

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Research Trends in the Field of Participatory Governance: Drawing a Map of Co-occurrence and Co-word Analysis by Seyed Mohsen Mirbagheri, Seyed Mostafa Jalili

“…Methods The study embarks on an analytical journey through scientific productions in the domain of participatory governance spanning from 1999 to 2023, utilizing the Web of Science database as a reference point. …”
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Research progress on underground compressed air energy storage based on knowledge graph by Xinbo GE, Jun HUANG, Tongbin ZHAO, Hongling MA, Xilin SHI

“…It plays a key role in improving energy utilization efficiency, mitigating the fluctuations of renewable energy, and enhancing the safety and economic performance of power systems. …”
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The Impact of Blood Flow Restriction Training on Tibial Bone Stress Injury Rehabilitation: An Exploratory Case Series by Andrew P Golden, Kathleen K Hogan, Jamie B Morris, Bryan B Pickens

“…Participants showed significant mean changes in LEFS (15.15 points), PROMIS physical function (8.98 points), PROMIS social participation (7.60 points), PROMIS anxiety (3.26 points), and PROMIS pain interference (8.39 points) at four weeks…”
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False vacuum decay of excited states in finite-time instanton calculus by B. Garbrecht, N. Wagner

“…Abstract Extracting information about a system’s metastable ground state energy employing functional methods usually hinges on utilizing the late-time behavior of the Euclidean propagator, practically impeding the possibility of determining decay widths of excited states. …”
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