Motor imagery EEG signal classification using novel deep learning algorithm by Sathish Mathiyazhagan, M. S. Geetha Devasena

“…To attain enhanced performance the parameters of the classifier network are optimized using the Far and near optimization (FNO) algorithm. …”
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Prediction of the Remaining Useful Life of Lithium–Ion Batteries Based on Mode Decomposition and ED-LSTM by Bingzeng Song, Guangzhao Yue, Dong Guo, Hanming Wu, Yonghai Sun, Yuhua Li, Bin Zhou

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Assessing and predicting the value of ecosystem services in Sanya City, Hainan Island, China by Peihong Song, Qiu Yang, Wenyin Wu, Tianyan Su, Yamin Jiang, Jingli Lu, Zhongyi Sun, Jie Zhang, Rui Yu, Peng Wang, Lan Wu, Huai Yang, Wenjie Liu

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Development of Electrode of Electric Impulse Chamber for Coal Grinding by Ayanbergen Kairbekovich Khassenov, Dana Zhilkibaevna Karabekova, Madina Muratovna Bolatbekova, Arystan Satybaldinovich Kudussov, Serik S. Kassymov, Lyubov Vasilyevna Chirkova

“…We have developed an optimal electrode design, including a gap between the metal rod and insulation, which ensures high resistance to pulse discharges. …”
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How much timber from Norway spruce (Picea abies L.) is left on the harvesting site as treetops? A study on scaling and grading yields of harvesters by Jiří Dvořák, Marcel Štolc, Martin Jankovský, Pavel Natov, Arkadiusz Stańczykiewicz, Michal Allman, Andrej Liška

“…Context Volume estimation during forest harvesting frequently involves losses due to production technologies and errors of measurement methods. Treetop losses, timber left unrecorded at the harvesting site, represent a significant source of inaccuracies without systematic study. …”
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Fractional-Order Swarming Intelligence Heuristics for Nonlinear Sliding-Mode Control System Design in Fuel Cell Hybrid Electric Vehicles by Nabeeha Qayyum, Laiq Khan, Mudasir Wahab, Sidra Mumtaz, Naghmash Ali, Babar Sattar Khan

“…This paper presents a DSMC strategy enhanced with Robust Uniform Exact Differentiators for FCHEV energy management. To optimally tune DSMC parameters, reduce chattering, and address the limitations of conventional methods, a hybrid metaheuristic framework is proposed. …”
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A comprehensive review on natural convection in various shaped enclosures by FEM: Engineering applications by Asif Hasan, Mohammad Mokaddes Ali, Shakhawat Hossain, Neamul Haque Siam, Asaduzzaman Rony, Al-Amin Shohan

“…This review investigates how integrating the Finite Element Method (FEM) with artificial intelligence, entropy-based optimization, and experimental validation can transform the design and advancement of next-generation thermal management systems. …”
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A study on power supply restoration strategy considering flexible resource regulation ability by Xuefeng Liu, Fuguo Jin, Feng Guo, Jiwei Yang, Xiaoyi Qian, Dejin Feng

“…Last, the IEEE 33‐bus system proves that this method can quickly find the optimal path of power supply recovery and effectively reduce the power loss rate of essential loads, thus improving the toughness of urban distribution networks.…”
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Improving Energy Efficiency with Energy Recovery for Propylene Production by Andi Nadhif Athallah Hurairah, Danu Pasa Arkajaya, Tenisyah Ramadhani, Virgi Achmad Fahrezi

“…This study focuses on optimizing energy consumption by integrating heat recovery and reducing the reliance on external energy sources. …”
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Efficient hydrogen evolution via neutral water electrolysis using nanocrystalline TiO2 electrocatalyst by Prashant D. Sanadi, Rajvardhan K. Chougale, Dhanaji B. Malavekar, Jin Hyeok Kim, Srinivaas Masimukku, Guo-Ping Chang-Chien, Yong-Chein Ling, Sanjay S. Kolekar, Ganesh S. Kamble

“…These findings highlight the critical role of crystallite size optimization in enhancing HER activity, particularly in neutral electrolytes. …”
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Soil moisture retrieval and spatiotemporal variation analysis based on deep learning by Zihan Zhang, Jinjie Wang, Jianli Ding, Jinming Zhang, Liya Shi, Wen Ma

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Sensitivity of biological sewage disposal efficiency functional to parameters of biogen concentration dynamics model by Е. S. Zhmenya, N. S. Buzalo

“…A practical example of the method application for the optimal control problem for an aeration tank (an element of the sewage treatment plant for the biological sewage treatment) is considered.Discussion and Conclusions. …”
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Computational Design and Bioinformatic Insights into Recombinant Whey Protein Production by Aathish Gurunathan, Harini Subalakshmi M

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Grid resource data differentiation standard based on CIM model by Fupeng Li, Wenyuan Bai, Shaobo Liu, Yiming Zhang, Mingkang Guo

“…This model can not only solve the problem of heterogeneity of power grid resource data, but also effectively integrate and process data from different sources and formats. In the process of data processing, regression analysis is used to adjust and optimize according to the actual data to ensure the accuracy and effectiveness of the data. …”
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Synthesis and hydrogen storage application of innovated ternary-based NiFe2O4/Fe2O3/g-C3N4 nanocomposites by facile Pechini sol–gel method by Fatemeh Sadat Razavi, Hanieh Ansarinejad, Safaa Mustafa Hameed, Forat H. Alsultany, Hadil Hussain Hamza, Masoud Salavati-Niasari

“…Abstract Nowadays, renewable and clean energy sources, such as hydrogen, play a key role in the development of societies. …”
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Advancement of nanoparticles in blood flow with non-linear radiation and optimisation of irreversibility within the microchannel using analysis of variance and Taguchi approach by Pradeep Kumar, Felicita Almeida, Ajaykumar AR, Qasem Al-Mdallal

“…This method has proposed the optimal values for the parameters to achieve the least entropy. …”
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A Holistic Approach to the Efficient Estimation of Operational Flexibility From Distributed Resources by Nikolaos Savvopoulos, Nikos Hatziargyriou, Hannu Laaksonen

“…This paper presents a novel optimization-based method to estimate the time-dependent flexibility at a primary distribution substation while accounting for the uncertainty of renewable generation. …”
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On the issue of emergency medical service transportation support: relevance and research directions by Igor M. Chelyshkov, Artem I. Zhukov, Ivan A. Asmanov

“…Materials and methods. The primary research method is theoretical-statistical analysis of the current system state and identification of key optimization challenges in EMS transportation logistics in the Russian Federation. …”
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Designing a new tomato leaf disease classification framework using ran-based adaptive fuzzy c-means with heuristic algorithm model by Kanti Rongali Divya, Rao Gottapu Sasibhushana, Aruna Singam

“…Therefore, the model suggests advancement in predictive capabilities over traditional methods.…”
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Study of structural stability of a concrete gravity dam using a reliability approach� by Mohamed Essaddik Kerkar, Mustapha Kamel Mihoubi

“…This investigation is to establish a methodology in order to optimize the safety of a concrete gravity dam in operation by carrying out a risk analysis which includes the identification of the sources of danger in terms of scenarios that can occur due to a failure on the dam-reservoir system on an implication of natural hazards (floods, earthquakes) and technical accidents such as malfunction of a spillway gate, drain valve, drainage system or important silting. …”
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