Explaining the Earnings Management Prediction Model Using the Hybrid of Machine Learning Methods by Hassan Hassani, Esfandiar Malekian Kallehbasti, Yahya Kamyabi

“…Incorporating machine learning methods can help identify potential earnings management activities. …”
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Two-stage multi-timescale optimal scheduling for electricity-hydrogen coupling systems based on scenario approach and deep reinforcement learning by CHEN Zhe, WEI Meijia, LIN Da, LI Zhihao, CHEN Jian

“…To address these challenges， this paper， using scenario approach and deep reinforcement learning （DRL）， proposes a two-stage multi-timescale optimal scheduling method for electricity-hydrogen coupling systems considering uncertainties of wind and solar power generation. …”
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Comparison of Experimental Methods for Double-Sided Enhanced Tubes in Refrigeration Heat Exchangers by Su Bowen, Ouyang Xinping

“…The internal and external heat transfer coefficients can be separated effectively and efficiently by obtaining the undetermined parameters in the correlation through linear fitting and optimization. Experiments under two different conditions on a double-sided enhanced tube with R134a evaporating outside and water flowing inside were conducted, and a comparative study of the WPM, MGF, W-GF, and UEM test methods was performed. …”
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Comparative analysis of methods for seasonal particulate organic nitrate estimation in urban areas by Wenfei Zhu, Jialin Shi, Song Guo, Qinghong Wang, Jun Chen, Shengrong Lou, Min Hu

“…The optimized parameters in this study support the rapid and accurate estimation of organic nitrate during different seasons in urban areas.…”
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Power–Packet Conversion Methods and Analysis of Scheduling Schemes for Wireless Power Transfer by Yuma Takahashi, Takefumi Hiraguri, Kazuki Maruta, Shuma Okita, Takahiro Matsuda, Tomotaka Kimura, Noboru Sekino

“…The MFQ method, which incorporates a promotion mechanism based on battery status and power demand, exhibits higher adaptability, achieving efficient and balanced power distribution even when terminals differ in distance from the transmitter or in power consumption. …”
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Reproduction of experimental data for stacked caffeine dimers using various computational methods by Maria Patricia Sanchez Gutierrez, Eduardo Gonzalez Jimenez, Alexandra Deriabina, Juan Carlos Sanchez Perez, Valeri Poltev

“…The analysis of anhydrous caffeine crystal structures revealed five types of caffeine stacking dimers. Geometry optimization of these dimers was performed using two molecular mechanics force fields, ab-initio method Møller Plesset of the second order (MP2), and density functional theory (DFT) with different functionals. …”
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Psychophysiological methods and criteria for the selection of individual metered loads in athletes of taekwondo section by G. V. Ohromiy, N.U. Makarova, A.M. Kasyuha

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INFLUENCE OF VARIOUS METHODS OF POSTOPERATIVE ANESTHESIA ON THE STATUS OF HAEMOSTASIS SYSTEM IN HIP REPLACEMENT by V. V. Borin, V. Ye. Shipakov, I. M. Karmanov, A. A. Kukovyakin

“…It has been various methods of postoperative anesthesia have different effect on the functional status of haemostasis system following hip replacement. …”
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Utilization strategies for deep coal-measure reservoirs with different stacking patterns in Linxing block, Ordos Basin by Lichun SUN, Jia LIU, Xinze LI, Le SUN, Maojun FANG, Na LI, Weipeng FAN

“…An optimization chart of deep coal-measure reservoir utilization strategies under different stacking patterns was further established, with economic efficiency as the optimization objective. …”
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Neoadjuvant immunotherapy for NSCLC: superior combination strategies, optimal treatment cycles, and predictive indicators from a Bayesian meta-analysis by Yubingxue Liu, Jianlin Long, Huan Deng, Wen Chen

“…This study aimed to evaluate the efficacy of various neoadjuvant ICI-based therapies in resectable NSCLC, identify the optimal treatment cycles for neoadjuvant immunochemotherapy, and assess the prognostic value of pathological complete response (pCR) and major pathological response (MPR) for event-free survival (EFS).MethodsA systematic literature search was conducted in PubMed, EMBASE, Cochrane CENTRAL, and Web of Science, including studies published up to October 2024. …”
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Multiobjective Evaluation of Configurations for Hybrid Electric Bus Equipped With Hybrid Energy Storage System Based on Optimal Energy Management Strategy by Kegang Zhao, Yelin Xie, Kunyang He, Zhihao Liang, Yanwei Liu

“…This article introduces a multiobjective evaluation method for hybrid powertrain configurations based on the nondominated sorting dynamic programming algorithm and employs parameter selection and collaborative energy management strategy optimization to overcome the challenge of large computational volume. …”
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Simultaneous Optimal Network Reconfiguration, DG and Fixed/Switched Capacitor Banks Placement in Distribution Systems using Dedicated Genetic Algorithm by Davar Esmaeili, Kazem Zare, Behnam Mohammadi-ivatloo, Sayyad Nojavan

“…The dedicated genetic algorithm is proposed for simultaneous network reconfiguration and allocation of DG units and fixed/switched capacitor banks in distribution systems considering different load levels. The proposed approach is able to find good network configurations and determining the optimal site and size of DG units and fixed/switched capacitor banks in distribution systems, simultaneously. …”
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Flow Synthesis of Pharmaceutical Intermediate Catalyzed by Immobilized DERA: Comparison of Different Immobilization Techniques and Reactor Designs by Dino Skendrović, Anita Šalić, Ivan Karlo Cingesar, Marta Pinčić, Ana Vrsalović Presečki

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Comparison and Analysis of Thermal Calculation Methods for Fan-cooled Permanent Magnet Motor by YANG Jinxia, LI Weiye, ZOU Yulin, WU Jiangquan

“…In order to comparatively analyze the feasibility of different thermal calculation methods on thermal design and engineering application of motor, based on a fan-cooled permanent magnet motor, it analyzed the flow of fan, the fluid field and temperature-rising of motor. …”
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Research on comparative testing of bending fatigue strength of wind turbine gears with different hardened layer depths by ZHANG Baosong, WANG Zekun, YAN Li, WANG Han, SONG Haopeng, FENG Nan

“…ObjectiveThe operational conditions of wind turbines are complex and variable, which impose higher requirements on the load-bearing capacity and service life of gears. The impact of different hardened layer depths on the bending fatigue strength of wind turbine gears was investigated, aiming to provide a design basis and test support for the optimization of design, manufacturing, and heat treatment processes for wind turbine gears.MethodsBased on the design requirements outlined in the national standard GB/T 14230—2021, comparative bending fatigue tests were conducted on two types of wind turbine planetary gears with significantly different hardened layer depths. …”
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A Study on the Public Perception of Sports Spaces Under Urban Overpasses from the Perspective of Age Differences by Ziyi Wen, Xiangming Luo, Xin Wang, Haoran Liu

“…Understanding the perceptions of users from different age groups towards these underpass spaces holds significant guiding value for optimizing the design of such areas and improving the quality of service. …”
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Exploring the optimal plateau durations of tone burst to elicit masseteric vestibular evoked myogenic potentials: a within-subjects study by Sanket Bhagat, Anuj Kumar Neupane

“…There were no significant differences in P11-N21 peak-to-peak amplitude or interaural amplitude ratio (IAAR) observed across different plateau durations. …”
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Household food insecurity and novel complementary feeding methods in New Zealand families by Ioanna Katiforis, Claire Smith, Jillian J. Haszard, Sara E. Styles, Claudia Leong, Rachael W. Taylor, Cathryn A. Conlon, Kathryn L. Beck, Pamela R. vonHurst, Lisa A. Te Morenga, Lisa Daniels, Kimberley J. Brown, Madeleine Rowan, Maria Casale, Neve H. McLean, Alice M. Cox, Emily A. Jones, Bailey R. Bruckner, Rosario Jupiterwala, Andrea Wei, Anne‐Louise M. Heath

“…Abstract Optimal nutrition during infancy is critical given its influence on lifelong health and wellbeing. …”
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Multidimensional analysis of serving speed in volleyball players by position, sets, and league types: interactions and statistical differences by Emre Altundag, Caglar Soylu, Zeki Akyildiz

“…Abstract Purpose Our study explores the multifaceted factors influencing serve speed in volleyball, including player position, match progression, and league level, providing actionable insights for performance optimization and injury prevention strategies. Methods Using a cross-sectional approach, the study analyzes 15.347 serves from various leagues. …”
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Optimal dose and duration of iron supplementation for treating iron deficiency anaemia in children and adolescents: A systematic review and meta-analysis. by Tanveer Rehman, Ritik Agrawal, Farhad Ahamed, Saibal Das, Srijeeta Mitra, Dinesh Kumar, Chinmayee Sethy, Srikanta Kanungo, Debdutta Bhattacharya, Sanghamitra Pati

“…Despite the widespread use of iron supplementation, the optimal dose and duration for treating IDA remain unclear. …”
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