Rolling Bearing Fault Diagnosis Method Based on SWT and Improved Vision Transformer by Saihao Ren, Xiaoping Lou

“…The SWT is first applied to process raw vibration signals, generating high-resolution time–frequency maps as input for the network model. …”
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Data-constrained Magnetohydrodynamic Simulation of a Filament Eruption in the Decaying Active Region 13079 on a Global Scale by Yihua Li, Yang Guo, Jinhan Guo, M. D. Ding, Chun Xia, Rony Keppens

“…Technically, we provide a useful method of advanced data-constrained simulation of weak active regions in spherical coordinates. Scientifically, the model allows us to quantitatively describe and diagnose the entire process of filament eruption.…”
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Use of the MA-XRF Technique in the Authentication of Guignard’s Artwork Recovered by the RJ Civil Police by Nilton Thaumaturgo Rocha Junior, Claudia Regina Ferreira de Souza, André Rocha Pimenta, Valter de Souza Félix, Renato Pereira de Freitas

“…Elemental mapping was conducted using the portable MA-XRF system, model CRONO (Bruker), on both the authenticated and unauthenticated artworks. …”
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Influence of Self-Heating on Landfill Leachate Migration by Yanina Parshakova, Ruslan Kataev, Natalya Kartavykh, Mikhail Viskov, Andrey Ivantsov

“…The hydrodynamic processes of landfill leachate migration in the base of a solid waste landfill can have a critical impact on the natural environment. …”
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Smart solutions for dissolved oxygen control in semi-batch fermenters: A machine learning approach by J. Sumathi, P. Aravind, G. Gandhimathi

“…From the study, it can be concluded that the ML-FFBPANN with LM algorithm can be used in the aeration process in effluent treatment for analysis and prediction of process parameters.…”
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Double Diffusion Mixed Convection in a Porous Cylindrical Cavity Filled with a Casson Nanofluid Driven by a Lid, Taking Into Account the Soret and Dufour Effects by Mustapha El Hamma, Lebna Elattari, Soufiane Nouari

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An Optimization of the Analytical Method for Determining the Flexural Toppling Failure Plane by Xin Qu, Fangfang Diao

“…According to the results of the physical model tests, the failure plane of an anaclinal layered rock slope was a linear-type plane at an angle above the plane normal to the discontinuities, and the failure mode of rock strata was bending tension. …”
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DFT-metadynamics insights on the origin of the oxygen evolution kinetics at the (100)-WSe2 surface by Fabrizio Creazzo, Kevin Sivula, Sandra Luber

“…Our findings not only provide insights into the OER process but also offer a design strategy for optimizing WSe2-based catalysts and a modeling protocol for future DFT-based OER investigations.…”
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Deformation-aware design of flexible strained-SiGe channel TFTs by C. K. Maiti, Taraprasanna Dash

“…Abstract In this study, we present a novel deformation-aware predictive modeling and design process for flexible electronic applications of strained-SiGe channel thin-film transistors using a 3D Technology CAD simulation framework. …”
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Determining human resource management key indicators and their impact on organizational performance using deep reinforcement learning by Zongyu Sun

“…The parameters of the convolution and pooling layers of the neural network are adjusted using a learning automata model, and finally, the selection operation is performed using the specified ranking by the FSFS method. …”
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State of Art: Semantic Web by Najla Ibraheem, Ban Mustafa

“…In this paper, Semantic Web is defined and described with its layering architecture and supporting technologies and tools. …”
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Hierarchical multi-instance multi-label learning for Chinese patent text classification by Yunduo Liu, Fang Xu, Yushan Zhao, Zichen Ma, Tengke Wang, Shunxiang Zhang, Yuhao Tian

“…Next, the concept of secondary_label is introduced following the composition rules of IPC, and the relationships between instances and multiple secondary_labels are mined through the construction of fully-connected layers. To capture more comprehensive semantic information of instances, BIGRU and self-attention are employed to enhance semantics and reduce information loss during the training process. …”
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Development Performance and Pressure Field Evolution of ASP Flooding by Junjian Li, Hao Wang, Jinchuan Hu, Hanqiao Jiang, Rongda Zhang, Lihui Tang

“…A large sandpack laboratory model with vertical heterogeneous layers is used to monitor pressure performance during the ASP flooding. …”
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Power Quality State Estimation for Distribution Grids Based on Physics-Aware Neural Networks—Harmonic State Estimation by Patrick Mack, Markus de Koster, Patrick Lehnen, Eberhard Waffenschmidt, Ingo Stadler

“…This article examines a new flexible, close-to-real-time concept of harmonic state estimation using synchronized measurements processed in a neural network. A physics-aware approach enhances a data-driven model, taking into account the structure of the electrical network. …”
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Unveiling Mass Transfer in Solar Flares: Insights from Elemental Abundance Evolutions Observed by Chang’E-2 Solar X-Ray Monitor by Man-Hei Ng, Chi-Long Tang, Xiaoping Zhang, Kuan-Vai Tam, Peng-Fei Chen, Wudong Dong, Jing Li, Chi-Pui Tang

“…Understanding how elemental abundances evolve during solar flares helps shed light on the mass and energy transfer between different solar atmospheric layers. However, prior studies have mostly concentrated on averaged abundances or specific flare phases, leaving a gap in exploring the comprehensive observations throughout the entire flare process. …”
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On the Acceleration of the Young Solar Wind from Different Source Regions by Yiming Jiao, Ying D. Liu, Wenshuai Cheng, Hao Ran, Rui Wang

“…We present their statistical trends in the acceleration process. Most of the observations can be reproduced by a two-fluid hydrodynamic model with realistic corona temperatures. …”
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Tracking Secondary Raw Material Operational Framework—DataOps Case Study by Gabriel Pestana, Marisa Almeida, Nelson Martins

“…The Waste Resource Platform (WRP) integrates Industry 4.0 paradigms, utilizing a modular, layered architecture and a process-centric design. …”
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Short- and long-range cis interactions between integrated HPV genomes and cellular chromatin dysregulate host gene expression in early cervical carcinogenesis. by Ian J Groves, Emma L A Drane, Marco Michalski, Jack M Monahan, Cinzia G Scarpini, Stephen P Smith, Giovanni Bussotti, Csilla Várnai, Stefan Schoenfelder, Peter Fraser, Anton J Enright, Nicholas Coleman

“…However, the process of integration itself and dysregulation of host gene expression at sites of integration in our model of HPV16 integrant clone natural selection has remained enigmatic. …”
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Unlocking biological complexity: the role of machine learning in integrative multi-omics by Ravindra Kumar, Rajrani Ruhel, Andre J. van Wijnen

“…Integrative multi-omics approaches use multi-layered datasets such as genomic, transcriptomic, proteomic, and metabolomic data to understand biological processes much more comprehensively compared to the single-omics analysis and to provide a comprehensive view of cellular and molecular processes. …”
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The Сharacter and Development of photoreceptors photodegeneration combined with alloxan diabetes by S. V. Logvinov, E. Yu. Varakuta, A. V. Potapov

“…Probably, increase of oxydative processes and antioxidative systems break down play an important role in this synergetic effect.…”
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