ATTRN: Acoustic Information Encoder and Temperature Field Reconstruction Decoder Network for Boiler Temperature Field Reconstruction by Kunyu Wu, Keqi Ni, Liwei Chen, Hengyuan Xu, Junqiao Wang, Jingyi Zhou, Xinzhi Zhou

“…The proposed approach avoids complex traditional mathematical processing and empirical parameter selection, enhancing both accuracy and generalization. …”
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A novel approach for determining criteria weights: application in ranking materials for mechanical manufacturing processes by Duc Trung Do, Dung Hoang Tien, Bao Nguyen Chi, Van Duc Duong

“…Material selection is a complex challenge within Multi-Criteria Decision-Making (MCDM). …”
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Dynamic characteristics and safety analysis of drill strings in deepwater open hole drilling by Fangfei Huang, Jin Yang, Shujie Liu, Yu Song, Bin Li

“…During ultra-deepwater drilling, the drill string is influenced by oceanic wind, waves, and currents, resulting in highly complex mechanical behavior. The selection of operating sea conditions and parameters is constrained, posing significant challenges to the efficiency of deepwater oil and gas extraction and ocean drilling operations. …”
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TECHNIQUES AND FACTORS CONTRIBUTING TO DEVELOPING CRITICAL THINKING SKILLS by Irina Vladimirovna Glukhova

“…Current approaches to the rendering of critical thinking and a problem of its formation in the scientific literature are considered; the concept «the creative educational environment» is specified; the ways of increasing the educational process efficiency are shown. Scientific novelty. The complex of procedures and the conditions promoting effective development of critical thinking skills is theoretically proved on the basis of the analysis of various information sources. …”
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Addressing data scarcity in speech emotion recognition: A comprehensive review by Samuel Kakuba, Dong Seog Han

“…These signals encode complex relationships between features at multiple time scales, effectively reflecting a speaker’s emotional state. …”
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Designs and characteristics of agri-environmental measures by Tanja ŠUMRADA, Emil ERJAVEC

“…Formulation of agri-environmental measures is a complex substantive, organisational and participatory process. …”
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Direct determination of aluminum in low-enriched UAlx targets (UAlx-Al) by Inductively Coupled Plasma Optical Emission Spectrometry by Sabine Neusatz Guilhen, Alexandre Luiz de Souza, Marycel Elena Barboza Cotrim, Maria Aparecida Faustino Pires

“…However, because U exhibits a complex emission spectrum, spectral interferences are prone to affect the analysis of Al, calling for time consuming preparation steps to remove the U from the matrix. …”
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Methods integrating innate and adaptive immune responses in human in vitro immunization assays by Tetiana Y. Bowley, Kiersten D. Lenz, Apoorv Shanker, Jessica Z. Kubicek-Sutherland

“…The WBA offers a cost-effective and straightforward approach, while the MoDC + DTI system represents the current gold standard for balancing experimental efficiency with immunological complexity. The HTC assay, by mimicking both spatial and temporal aspects of immune interactions, provides enhanced physiological relevance. …”
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Development of Automatic Welding System for Offshore Platform Pile Pipe by XU Jia-zhong, ZHANG Yu, YOU Bo, LI Dong-jie, FU Wei

“…Twin arc welding system for offshore platform pile pipe with multipoint dual power and a single molten pool is put forward in this paper in order to solve the problems of low producing efficiency and operating inconvenience in complex environment. …”
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Using cellular fitness to map the structure and function of a major facilitator superfamily effluxer by Anisha M Perez, Marcella M Gomez, Prashant Kalvapalle, Erin O'Brien‐Gilbert, Matthew R Bennett, Yousif Shamoo

“…The biochemical characterization of MFS proteins is hindered by their complex membrane environment that makes in vitro biochemical analysis challenging. …”
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ROLE OF VIDEO-EEG OF MONITORING IN DIAGNOSTIC EPILEPTIC AND NOT EPILEPTIC PAROXYSMAL STATES AT CHILDREN by V. I. Guzeva, O. V. Guzeva, V. V. Guzeva

“…The purpose of examination was revealing diagnostic efficiency of video-EEG monitoring for children with paroxysms. 259 children are included in examination in the age from 1 month till 18 years, from which 103 (39,8 %) girls and 156 (60,2 %) boys. …”
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Spatial analysis of contact deformation, stiffness, and flash temperature in involute gear pairs by Hongtao Dong, Hongtao Dong, Yang Zhang, Lixin Xu

“…For complex tooth surfaces, especially under localized contact conditions, only partial regions engage during meshing, making the spatial distribution of mechanical and thermal parameters essential. …”
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Influence of System Parameters on Nonlinear Dynamic Characteristics of the Herringbone Gear Transmission Under Different Coincidence Degrees by Wang Ji, Li Zhibin, Wang Sanmin, Wang Chunling

“…The analysis of the influence of system parameters on system vibration characteristics under different coincidence degrees is of great significance for optimizing the transmission system performance, improving work efficiency and reducing fault risk. Combining meshing performance and dynamic characteristics of gear teeth, firstly, stiffness excitation and meshing impact excitation of the herringbone gear system are determined, and the lumped parameter method is used to establish the nonlinear dynamic model of the bending-torsion-shaft coupling of herringbone gear pairs under complex excitation source. …”
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STATE SCIENTIFIC-TECHNICAL POLICY IN THE PERIOD OF "THAW": A BREAKTHROUGH AND THE REASONS FOR THE DECELERATION OF MODERNIZATION by E. V. Bodrova, V. V. Kalinov

“…Moreover, large machine-building complexes with auxiliary production characterized by low economic efficiency were created. …”
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Comparative Study on Sedimentation Behavior of Polyacrylamide under Changes in Organic Matter and Clay Content in Sediment by Dong Shijun, Huang Yinghao, Wu Min

“…This study explores the settling effects of different organic synthetic flocculants (APAM, CPAM, NPAM) under varying viscous particles and organic matter content to optimize flocculant selection and improve dewatering efficiency. A volumetric sedimentation experiment evaluated flocculation performance, controlling viscous particles (15%, 35%, 55%) and organic matter (15 g/kg, 40 g/kg, 65 g/kg, 90 g/kg). …”
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Soil Organic Matter (SOM) Mapping in Subtropical Coastal Mountainous Areas Using Multi-Temporal Remote Sensing and the FOI-XGB Model by Hao Zhang, Xiaomei Li, Jinming Sha, Jiangning Ouyang, Zhipeng Fan

“…Current remote sensing inversion of SOM faces challenges, including the underutilization of temporal information and low feature selection efficiency. To address these limitations, this study developed an integrated framework combining multi-temporal Landsat imagery, field-measured SOM data, intelligent feature optimization, and machine learning. …”
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Decision support systems for waste-to-energy technologies: A systematic literature review of methods and future directions for sustainable implementation in Ghana by Theophilus Frimpong Adu, Lena Dzifa Mensah, Mizpah Ama Dziedzorm Rockson, Francis Kemausuor

“…These tools have demonstrated their effectiveness in handling the complex, multi-faceted nature of WtE technology selection and implementation, addressing issues ranging from site selection to technology ranking based on multiple criteria. …”
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Key Generation in Cryptography Using Elliptic-Curve Cryptography and Genetic Algorithm by Sanjay Kumar, Deepmala Sharma

“…GAs have proven effective in solving optimization problems by mimicking the principles of natural selection and genetics. The proposed genetic algorithm-based ECC-key generation process involves several stages: chromosome initialization, fitness evaluation, selection, uniform crossover, and mutation. …”
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Development of Theoretical Approaches to Determination of the Main Groups of Biologically Active Substances of Medicinal Plant Raw Materials by TLC Method by O. V. Trineeva

“…Introduction. As is known, the selection of optimal conditions for the analysis of extracts from medicinal plant raw materials (MPМ), as well as medicinal herbal preparations and pharmaceutical substances of plant origin, characterized by a complex variable composition of biologically active substances (BAS) by TLC, presents certain difficulties. …”
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Meta-transformer: leveraging metaheuristic algorithms for agricultural commodity price forecasting by G. H. Harish Nayak, Md. Wasi Alam, B. Samuel Naik, B. S. Varshini, G. Avinash, Rajeev Ranjan Kumar, Mrinmoy Ray, K. N. Singh

“…Abstract Predicting agricultural commodity prices is inherently complex due to factors such as perishability, seasonality, and market volatility. …”
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