A Stability Analysis of Thermostatically Controlled Loads for Power System Frequency Control by Ellen Webborn, Robert S. MacKay

“…Thermostatically controlled loads (TCLs) are a flexible demand resource with the potential to play a significant role in supporting electricity grid operation. We model a large number of identical TCLs acting autonomously according to a deterministic control scheme to provide frequency response as a population of coupled oscillators. …”
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Comprehensive evaluation and optimization path of innovation and entrepreneurship environment from the perspective of sustainability—pressure-state-response model by Bin Gao, Naiwen Zhang

“…Factor analysis and cluster analysis are used to comprehensively evaluate the innovation and entrepreneurship environment of 30 ethnic minority autonomous regions, and the obstacle degree model is applied to diagnose the obstacle factors of innovation and entrepreneurship environment. …”
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An interpretable machine learning model for predicting myocardial injury in patients with high cervical spinal cord injury by Jiaqi Li, Jiaqi Li, Bingyu Zhang, Bingyu Zhang, Ye Liao, Ye Liao, Liqin Wei, Qinfeng Huang, Qinfeng Huang, Lijun Lin, Lijun Lin, Jiaxin Chen, Jiaxin Chen, Hui Chen, Hui Chen

“…SHapley Additive exPlanations (SHAP) was applied for model interpretability.ResultsMultivariate analysis identified dyspnea [odds ratio (OR) = 3.32; 95% confidence interval (CI): 1.49–7.39] and low hematocrit (OR = 2.18; 95% CI: 1.04–4.57) as independent predictors of myocardial injury. …”
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A Continuous Improvement Instrument for the evaluationof the ergonomics management system in the supply chain by Iván Francisco Rodríguez-Gámez, Aide Aracely Maldonado-Macías, Ernesto A. Lagarda-Leyva, Juan Luis Hernández-Arellano, Yordán Rodríguez

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An Analysis of Proper Vibrations of the Missile Launcher - Motor Vehicle Assembly Using the Main Coordinates by Zbigniew DZIOPA, Maciej NYCKOWSKI

“…A real self-propelled missile assembly was used to develop a physical model, and then Lagrange equations of the second type were applied in order to implement a mathematical model. …”
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DC-BiLSTM-CNN Algorithm for Sentiment Analysis of Chinese Product Reviews by Yuanfang Dong, Xiaofei Li, Meiling He, Jun Li

“…Comparative analysis revealed that DC-BiLSTM-CNN significantly outperforms baseline models, substantially enhancing the classification of product reviews. …”
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Preclinical Parkinson’s Disease Models for Non-Motor Symptoms: Research Recommendations from a Systematic Review by Mariana Lara Zambetta, Elayne Borges Fernandes, Allison Kim, Thiago Luiz Russo, Anna Carolyna Gianlorenço

“…All three models demonstrated behavioral changes consistent with dopaminergic impairment when compared to control groups. …”
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Improvement of English-Chinese bilingual learning by integrating semantic analysis and neural machine translation by Yue Zhao, Qilin Wang

“…Abstract To improve the effectiveness of English-Chinese bilingual learning, this study introduces an optimization model that combines semantic analysis with neural machine translation (NMT). …”
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Dust concentration distribution and analysis of influencing factors in the heading face of Shangwan coal mine by Yufu Li, Jie Wang, Zhibin Li, Haitao Mo

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Artificial intelligence models for predicting the performance of proton exchange membrane water electrolyzers under steady and dynamic power by Thomas Waite, Alireza Sadeghi, Mohammad Yazdani-Asrami

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ALAND ISLANDS: CONSTITUTIONAL AND LEGAL ANALYSIS OF UNIQUE STATUS WITHIN A UNITARY STATE by USM ADMIN

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Temporal analysis of melanogenesis identifies fatty acid metabolism as key skin pigment regulator. by Farina Sultan, Reelina Basu, Divya Murthy, Manisha Kochar, Kuldeep S Attri, Ayush Aggarwal, Pooja Kumari, Pooja Dnyane, Jyoti Tanwar, Rajender K Motiani, Archana Singh, Chetan Gadgil, Neel Sarovar Bhavesh, Pankaj K Singh, Vivek T Natarajan, Rajesh S Gokhale

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Mixed-Effects Model to Assess the Effect of Disengagements on Speed of an Automated Shuttle with Sensors for Localization, Navigation, and Obstacle Detection by Abhinav Grandhi, Ninad Gore, Srinivas S. Pulugurtha

“…This reduction underscores the disruptive impact of disengagements on the automated shuttle’s performance. The analysis revealed substantial variability in the effect of disengagements across different route segments, suggesting that certain segments, likely due to varying traffic conditions, road geometries, and traffic control characteristics, pose greater challenges for autonomous navigation. …”
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A Hybrid Fuzzy Mathematical Programming Approach for Manufacturing Inventory Models with Partial Trade Credit Policy and Reliability by Prasantha Bharathi Dhandapani, Kalaiarasi Kalaichelvan, Víctor Leiva, Cecilia Castro, Soundaria Ramalingam

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Decoupling Urban Street Attractiveness: An Ensemble Learning Analysis of Color and Visual Element Contributions by Tao Wu, Zeyin Chen, Siying Li, Peixue Xing, Ruhang Wei, Xi Meng, Jingkai Zhao, Zhiqiang Wu, Renlu Qiao

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A Theoretical Analysis Method of Spatial Analytic Geometry and Mathematics under Digital Twins by Kaiqi Wang

“…But there are also some problems: the teaching quality of online education is unsatisfactory; students’ online learning effects are frustrating, and students’ autonomous learning ability is poor. Based on analysis, teachers’ literacy and Internet technology are important factors restricting the online teaching reform, and online teaching easily falls into the dilemma of “shallow learning.” …”
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AMFormer-based framework for accident responsibility attribution: Interpretable analysis with traffic accident features. by Yahui Wang, Zhoushuo Liang, Yue He, Jiahao Wu, Pengfei Tian, Zhicheng Ling

“…By capturing complex interactions among key factors through spatiotemporal feature modeling, this framework facilitates precise multi-label classification of accident responsibility. …”
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Scenario-based assessment design: an implementation and analysis of Iranian EFL learners’ writing performance by Masumeh Rahimivand, Saeideh Ahangari, Nasrin Hadidi Tamjid

“…The SBA model’s effectiveness in improving argumentative essays in the Iranian EFL context is underexplored. …”
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Local-non-local complementary learning network for 3D point cloud analysis by Ning Ye, Kaihao Feng, Sen Lin

“…Abstract Point cloud analysis is integral to numerous applications, including mapping and autonomous driving. …”
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Is AI currently capable of identifying wild oysters? A comparison of human annotators against the AI model, ODYSSEE by Brendan Campbell, Alan Williams, Kleio Baxevani, Kleio Baxevani, Alyssa Campbell, Alyssa Campbell, Rushabh Dhoke, Rileigh E. Hudock, Xiaomin Lin, Xiaomin Lin, Vivek Mange, Vivek Mange, Bernhard Neuberger, Arjun Suresh, Alhim Vera, Arthur Trembanis, Herbert G. Tanner, Edward Hale, Edward Hale

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