Developing a novel hybrid model based on GRU deep neural network and Whale optimization algorithm for precise forecasting of river’s streamflow by Amin Gharehbaghi, Redvan Ghasemlounia, Farshad Ahmadi, Rasoul Mirabbasi, Ali Torabi Haghighi

“…This hybrid model under the optimal meant meta-parameters tuned i.e., coupling a state activation functions (SAF) of tanh-softsign, dropout rate (P-rate) of 0.5, numbers of hidden neurons (NHN) of 70, outperforms with an R 2 of 0.79, NSE of 0.76, MAE of 0.21 (m3/s), MBE of -0.11(m3/s), and RMSE of 0.36 (m3/s). …”
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Effects of Climate Change and Human Activities on the Flow of the Muling River by Xiang Meng, Chang-Lei Dai, Yi-Ding Zhang, Geng-Wei Liu, Xiao Yang, Xue Feng

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Construction of symbiosis corridors for heritage resources and optimization of conservation strategies in the basin: A case study of the Yellow River basin in Shandong, China by Ying Yu, Bin Yu, Xinwen Zhang, Lin Ma, Caijun Zhao, Yanyan Jia, Shujun Hou, Xin Han, Kun Li, Xinchuang Chen, Chuanrong Li, Bing Liu

“…However, significant gaps still remain in the effective integration of HRs into natural environmental networks, particularly in achieving regional synergies and holistic ecological and cultural conservation in alignment with the UN Sustainable Development Goals (SDGs). …”
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An Efficient Numerical Model for the Evaluation of the Productivity Considering Depletion-Induced Plastic Behaviors in Weakly Consolidated Reservoirs by Feifei Luo, Lei Zhong, Zhizhong Wang, Zixuan Li, Bolong Zhu, Xiangyun Zhao, Xuyang Guo, Jiaying Lin

“…The numerical investigation of depletion-induced plasticity in shale oil reservoirs and its impact on coupled reservoir modeling helps provide insights into the optimization of horizontal well productivity. …”
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Concurrent Adaptive Control for a Robotic Leg Prosthesis via a Neuromuscular-Force-Based Impedance Method and Human-in-the-Loop Optimization by Ming Pi

“…Experimental results are discussed, and the effectiveness of the adaptive control framework is demonstrated. …”
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An artificial intelligence optimization of NOx conversion efficiency under dual catalytic mechanism reaction based on multi-objective gray wolf algorithm by Zhiqing Zhang, Zicheng He, Yuguo Wang, Feng Jiang, Weihuang Zhong, Bin Zhang, Yanshuai Ye, Zibin Yin, Dongli Tan

“…This model was trained based on the Langmuir-Hinshelwood and Eley-Rideal coupled mechanism for SCR reaction mechanism, and had good fitting effect on the heat transfer rate, catalytic efficiency and ammonia (NH3) slip rate of the catalytic reaction under loading conditions. …”
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Research on Vibration Characteristics of Electric Drive Systems Based on Open-Phase Self-Fault-Tolerant Control by Wenyu Bai, Yun Kuang, Zhizhong Xu, Yawen Wang, Xia Hua

“…Furthermore, this study also investigates the electromechanical coupling mechanism through which harmonics generated by this strategy affect the gear system’s dynamic response, providing theoretical support for co-optimization electromechanical coupling design and fault-tolerant control in high-reliability electric drive transmission systems.…”
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Dynamic Characteristic Analysis of Angular Contact Ball Bearings with Two-Piece Inner Rings in Aero-Engine Main Shafts Under Unsteady-State Conditions by Haisheng Yang, Qiang Liu, Si’er Deng

“…This study analyzes the dynamic characteristics of bearings under the coupling effects of acceleration, deceleration, and impact load, offering insights for the design and optimization of angular contact ball bearings with two-piece inner rings.…”
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The Design of a Turning Tool Based on a Self-Sensing Giant Magnetostrictive Actuator by Dongjian Xie, Qibo Wu, Yahui Zhang, Yikun Yang, Bintang Yang, Cheng Zhang

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Establishing Multi-Dimensional LC-MS Systems for Versatile Workflows to Analyze Therapeutic Antibodies at Different Molecular Levels in Routine Operations by Katrin Heinrich, Sina Hoelterhoff, Saban Oezipek, Martin Winter, Tobias Rainer, Lucas Hourtoulle, Ingrid Grunert, Tobias Graf, Michael Leiss, Anja Bathke

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Magnetic‐Field Induced Charge Accumulation in Scalable Magnetoelectric PVDF‐TrFE/Ni Composite Devices by Federica Luciano, Erika Giorgione, Emma Van Meirvenne, Andrei Galan, Ilaria Marzorati, Arne De Coster, Dominika Wysocka, Bart Sorée, Stefan De Gendt, Florin Ciubotaru, Christoph Adelmann

“…Abstract This study investigates the direct magnetoelectric effect in thin film composites comprising a 550 nm thick poly(vinylidene fluoride‐trifluoroethylene) (PVDF‐TrFE) layer spin‐coated onto a 500 µm thick Ni foil substrate. …”
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Multiscale evolution of human-water relationship and its influencing factors in the middle and lower reaches of the Yellow River by RAN Zhao, LIU Yansui, GAO Jianhua

“…[Methods] Based on multi-source data and using bivariate spatial autocorrelation, supply-demand ratio, and optimal parameter geographic detector methods, this study explored the scale evolution characteristics and influencing factors of human-water relationship in the middle and lower reaches of the Yellow River. …”
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Shape Effect on the Temperature Field during Microwave Heating Process by Zhijun Zhang, Tianyi Su, Shiwei Zhang

“…Aiming at improving the food quality during microwave process, this article mainly focused on the numerical simulation of shape effect, which was evaluated by microwave power absorption capability and temperature distribution uniformity in a single sample heated in a domestic microwave oven. …”
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Effect of subchronic exposure to manganese on mineral metabolism in Wistar rats by T. V. Kazakova, O. V. Marshinskaia, S. V. Notova

“…This situation is aggravated by violation of the optimal nutrition principles, which leads to changes in the organism absorption of micronutrients. …”
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A Mathematical Model for Effective Control and Possible Eradication of Malaria by Agnes Adom-Konadu, Ernest Yankson, Samuel M. Naandam, Duah Dwomoh

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An Innovative Layer on Surface Acoustic Wave Sensors Integrated in a Cascade Impactor to Optimize PM10 Detection for Air Pollution Monitoring by Ghida Fawaz, Meddy Vanotti, Fatima-Ezzahraa Dbibih, Valérie Soumann, Sacha Poisson, Virginie Blondeau-Patissier

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Experimental analysis and optimization of hydrogen pre-cooling liquefaction process with composite catalyst through a hybrid priority cluster modeling approach by Faisal Khan, Osama Khan, Praveen Pachauri, Mohd Parvez, Aiyeshah Alhodaib, Zeinebou Yahya, Haidar Howari, M. Javed Idrisi, Worku Tenna

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Component matching optimization of high-performance turbofan engine based on experiment test and adaptive performance model to control the average gas temperature by Ronghui Cheng, Zhishu Zhang, Linyuan Jia, Xuedong Zhang, Longlong Yang

“…This method couples the optimization method with the adaptive performance model, which is built using accurate component characteristics and internal/external bypass mass flow rate within the engine test. …”
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Effects of resveratrol-loaded dendrimer nanomedicine on hepatocellular carcinoma cells by Jiao Qu, Yueqin Zhang, Cong Song, Yue Wang

“…Furthermore, cell apoptosis experiments were conducted to further evaluate the effects of G5(Res)-Gal on Hepa1-6 cells. The aim of this project is to establish a solid theoretical framework and provide technical expertise to optimize the application of resveratrol and advance its delivery system.…”
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Design and Optimization of Stacked Wideband On-Body Antenna with Parasitic Elements and Defected Ground Structure for Biomedical Applications Using SB-SADEA Method by Mariana Amador, Mobayode O. Akinsolu, Qiang Hua, João Cardoso, Daniel Albuquerque, Pedro Pinho

“…On-body antennas, when directly coupled to the human body, offer a comfortable and effective alternative for daily monitoring. …”
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