Mechanistic modelling of water–oxygen bubbly flow in horizontal pipes: Deviation analysis from experimental correlations and performance comparison with CFD by Montadhar Guesmi, Johannes Manthey, Richard Schab, Simon Unz, Michael Beckmann

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Privacy-sensitive federated learning for cross-domain adaptation: The Mamba-MoE approach by Muhammad Kashif Jabbar, Huang Jianjun, Ayesha Jabbar, Zaka Ur Rehman

“…Conventional approaches, such as Domain-Adversarial Neural Networks (DANN) and Maximum Mean Discrepancy (MMD), rely on large datasets and centralized processing, making them impractical for federated learning due to privacy and computational constraints. …”
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Combining Space, Time, and Language in Active Learning Setups by Pedro Juan Roig, Salvador Alcaraz, Katja Gilly, Cristina Bernad, Carlos Juiz

“…Those are the space where this process takes place, the time when this process is undertaken, and the language in which this process is carried out. …”
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Features of kinetics of Sr2+ sorption from surface drinking water on clinoptilolites from Russian and Bulgarian deposits by Irina N. Gromyak, Ognjan Petrov

“…It was shown, that the kinetic process on clinoptilolite includes 3 stages. The obtained data are the initial one for the development of a mathematical model of the dynamic ion-exchange process on NH4+-form of clinoptilolites from diluted solutions that makes possible to generate the computer program and thereupon to calculate the break-through curves of Sr2+ sorption on NH4+-clinoptilolite for different dynamic conditions.…”
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Development of a Conceptual Scheme for Controlling Tool Wear During Cutting, Based on the Interaction of Virtual Models of a Digital Twin and a Vibration Monitoring System by Lapshin Viktor, Turkin Ilya, Gvindzhiliya Valeriya, Dudinov Ilya, Gamaleev Denis

“…The results obtained allow us to formulate a new conceptual approach to the construction of systems for determining the degree of cutting tool wear, based on the joint use of computational virtual models of the digital twin system and data obtained from the vibration monitoring system of the cutting process.…”
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Biodiesel Production from Rambutan Seed Waste by Supercritical Ethanol: Economic Analysis by Wirasinee Supang, Kamonthip Nilmat, Winatta Sakdasri, Kassama Utthachat, Somkiat Ngamprasertsith, Rueangwit Sawangkaew

“…Next, the experimental conditions were simulated in Aspen Plus V.12 software to estimate the mass and energy balances in the biodiesel production process. The results from computer simulations were applied to an economic analysis to assess the feasibility of the EE-SET process. …”
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Platform to Build the Knowledge Base by Combining Sensor Data and Context Data by Sungho Shin, Jungho Um, Dongmin Seo, Sung-Pil Choi, Seungwoo Lee, Hanmin Jung, Mun Yong Yi

“…Thus, this study proposes an improved platform which builds a knowledge base for context awareness by applying distributed and parallel computing approach considering the characteristics of sensor data that is collected and processed in real-time, and compares the proposed platform with existing platforms in terms of performance. …”
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Neutron Spectrum Unfolding Method Based on Compressed Sensing Theory by WU Guanghao1, SHAO Gang2, SHI Guang3, LIU Bin4, 5, PAN Liangming4, 5, WANG Feng4, 5, ZHOU Xiaowei4, 5

“…The proposed method includes two processes, such as the sparse representation process and the sparse reconstruction process. …”

Charge-transfer complexation of coordination cages for enhanced photochromism and photocatalysis by Gen Li, Zelin Du, Chao Wu, Yawei Liu, Yan Xu, Roy Lavendomme, Shihang Liang, En-Qing Gao, Dawei Zhang

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Unsupervised Learning‐Assisted Acoustic‐Driven Nano‐Lens Holography for the Ultrasensitive and Amplification‐Free Detection of Viable Bacteria by Yang Zhou, Junpeng Zhao, Junping Wen, Ziyan Wu, Yongzhen Dong, Yiping Chen

“…A lightweight unsupervised learning hologram processing algorithm considerably reduces training time and computing hardware requirements, without requiring datasets with manual labels. …”
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A Novel Fuzzy Model Predictive Control of a Gas Turbine in the Combined Cycle Unit by Guolian Hou, Linjuan Gong, Xiaoyan Dai, Mengyi Wang, Congzhi Huang

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Innovative technologies in teaching a foreign language by Natalia V. Ageyenko, Alla A. Rybkina

“…In the article, the necessity to introduce innovative educational technologies to improve the effectiveness of the learning process is actualized. It is noted that the use of innovative computer technologies is not only a means of gaining knowledge, but also a means of forming professional competencies. …”
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Sustainability of accounting as an information system by Vukša Slavko, Milojević Ivan

“…However, the influence of computers leads to the fact that accounting is conceptually defined more broadly, including means for data processing, and thus comes the term management accounting.…”
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Artificial Intelligence-Based Design of Assemblies in the FreeCAD Software by Roman Wdowik, Artur Bełzo

“…The article presents application of the FreeCAD software and generative artificial intelligence (AI) in the design process regarding exemplary mechanical engineering-related assemblies. …”
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Research on Data Transfer Method for Multi-physics Coupling Based on Unstructured Mesh Monte Carlo by LI Rui1, LIU Shichang1, , WANG Lipeng2, WANG Zhenyu1, CHEN Yixue1

“…This method was applied to a case of the sodium-cooled fast reactor fuel pin. The calculation process included the following steps: the power distribution calculated by MCNP was transferred to ABAQUS for convection heat transfer calculations, and then the fuel temperature and fluid density were fed back to MCNP for further computations. …”

Study of a semi-open queueing network with hysteresis control of service regimes by Ciro D'Apice, Alexander Dudin, Sergei Dudin, Rosanna Manzo

“…This paper examined an analytical model characterized by features like the possibility to capture potential correlations in the arrival process by assuming the marked Markov arrival process and modify service rates in the network's nodes depending on the number of users currently processed in the network. …”
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BSVA: blockchain-enabled secured vertical aggregation algorithm for transactions management in drug traceability framework by P. Bhuvaneshwari, Y. Harold Robinson, M. Bagya Lakshmi

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Arsenate and Arsenite Reaction Kinetics with Ferric Hydroxides Using Quantum Chemical Calculations by Cijin J. George, Sougata Santra, G. V. Zyryanov, Kousik Giri

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Support of individual educational trajectories based on the concept of explainable artificial intelligence by I. G. Zakharova, M. S. Vorobeva, Yu. V. Boganyuk

“…Testing of services at the Institute of Mathematics and Computer Science of University of Tyumen confirmed the feasibility of developing the functionality of the university information systems in the direction of collecting and analysing data from a student’s digital footprint and the relevance of this analysis results both by subjects of the educational process and by the labour market.…”
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Curriculum Preview and Review Based on Knowledge Distillation for Hyperspectral Image Classification by Wen Xie, ZheZhe Zhang, Licheng Jiao, Wenqiang Hua

“…However, the traditional distillation process involves unordered knowledge transfer, which is suboptimal for the learning of the student network. …”
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