Leakage Source Localisation Employing 3D-CFD Simulations and Gated Recurrent Units in Hydrogen Releases by André Z. Selvaggio, Sávio S.V. Vianna

“…This study focuses on developing gated recurrent units (GRU) to identify hydrogen leaks in a chemical process module due to hydrogen release. Training and test databases were generated using 3D-CFD simulations for four leak scenarios and a non-leakage scenario. …”
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Protection from fire of building materials with a special focus on building wood by Miloš Petrović, Kristina Anđelić, Zdravko Petrović, Miloš Jovanović

“…The fire was uncontrolled burning process that endangers human health, material assets and the environment. …”
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Color Transformation and Fluorescence of Prussian Blue–Positive Cells: Implications for Histologic Verification of Cells Labeled with Superparamagnetic Iron Oxide Nanoparticles by Joseph A. Frank, Heather Kalish, E. Kay Jordan, Stasia A. Anderson, Edyta Pawelczyk, Ali S. Arbab

“…Although the PB color transformation is primarily an artifact that may occur during fluorescence microscopy, the transformation can be manipulated using imaging process software for the detection of low levels of iron labeled cells in tissues samples…”
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Deep Learning-Aided Acoustic Source Localization in Thin-Walled Waveguides by Giacomo Donati, Federica Zonzini, Stefano Mariani, Denis Bogomolov, Luca De Marchi

“… The timely detection of fault locations represents a critical task in Structural Health Monitoring (SHM) of thinwalled elements. …”
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Staphylococcus schleiferi: An Uncommon Pathogen in an Immunocompetent Adolescent with Chronic Osteomyelitis by Maria Celeste Ruiz Holgado, Joanna Iris Depasupil, Michael Stracher, Esra Fakioglu, Lily Q. Lew

“…Chronic osteomyelitis is a progressive process characterized by bone destruction and the formation of sequestrum. …”
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Diagnosis and Management of Chronic Hepatitis C by Alajos Pár

“…The etiology of CHC should be proven by the presence of antibody to hepatitis C virus (anti-HCV) and detection of viral nucleic acid (HCV RNA), using qualitative and quantitative polymerase chain reaction or branched chainDNAtechniques. …”
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Research progress of environment-responsive hydrogel applications in agriculture by Wenxu Zhang, Xuyang Mu, Yan Xu, Guofu Ma, Ziqiang Lei

“…Scholars have reviewed more environmentresponsive hydrogels in biomedicine, detection sensors, and drug release. We present a detailed description of the reaction mechanism and preparation process of environment-responsive hydrogels, taking temperature-responsive, pH-responsive, and light-responsive hydrogels as examples. …”
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Computer vision based automatic evaluation method of Y2O3 steel coating performance with SEM image by Jianhong Zhao, Huamin Yang, Yi Sui

“…By leveraging advanced computer vision algorithms, specifically a suitable model for long-term dendritic solidifications named Tang Rui Detect (TRD), the method achieves efficient and accurate detection and quantification of microstructure features. …”
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Overview of smart sensors based on machine learning by Wang Shuaida, Lin Guanying, Wang Nuansheng, Li Yang, Yin Meihua

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Robust Adaptive Fault-Tolerant Control of Stochastic Systems with Modeling Uncertainties and Actuator Failures by Wenchuan Cai, Lingling Fan, Yongduan Song

“…There is no need for on-line fault detection and diagnosis (FDD) unit in the proposed FTC scheme, which not only simplifies the design process but also makes the implementation inexpensive. …”
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An experimental study on footsteps sound recognition as biometric under noisy conditions by Marisol Zeledón-Córdoba, Carolina Paniagua Peñaranda, Marvin Coto-Jiménez

“… The experimentation of footsteps as a biometric has a short history of about two decades. The process of identification of a person is based on the study of footstep signals captured when walking over a sensing area, and the registering of sounds, pressure, vibration, or a combination of these measures. …”
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A 3D Rail Profile Acquiring Method without Coordinate Splicing by LI Jianfeng, LIU Xi, WANG Wenkun, YAN Qiong

“…Since this algorithm unifies the coordinate system of the left and right structured light 3D scanning system during calibration, it avoids the frequent rotation and translation matching between coordinate systems in subsequent measurement process, thus improves the detection speed of the system and reduces the burden of the system hardware. …”
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Interband Cascade Lasers from a Historic Perspective to a Future Outlook by Rui Q. Yang, Michael B. Santos

“…Efficient, reliable, and low-cost mid-infrared interband cascade lasers (ICLs) are needed to meet the growing demands of many useful applications such as chemical sensing, environmental and greenhouse gas monitoring, detection of pipe leaks and explosives, food safety, medical diagnostics, and industrial process control. …”
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Assessing the motor activity of chickens based on artificial intelligence technology by Fomina A. S., Sklyarenko A. A., Dolgov V. V., Vasiliev P. V., Zelenkova G. A., Kochetkova N. A.

“…The article describes an approach to automating the process of analyzing video recordings of bird behavior using artificial intelligence methods, with the aim of increasing production efficiency through the early detection of behavioral change markers in chickens. …”
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Properties of financial potential as economic analysis object by O.M. Dzyubenko

“…The paper allocates the signs of classification of the investigated economic phenomenon: depending on the properties to change; time usage; by the stages of the reproduction process; by the nature of the impact on the results of the enterprise; by the way of detection. …”
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APPLICATION OF THE ENTROPY-PROBABILISTIC MODEL OF THE X-RAY TELEVISION INTROSCOPE OPERATOR IN THE ALGORITHM OF THE COMPUTER SIMULATOR DURING TRAINING OF SECURITY SCREENING POINT EM... by A. K. Volkov, V. V. Iudaev, A. V. Dormidontov

“…The main advantages of the proposed approach are as follows:ease of implementation and interpretation of the operator entropy model;entropy model, realized in specific algorithm, is applicable for diagnostic tasks and stochastic system “operator” control and also for effective management in the learning process.…”
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Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors by Raz Lapid, Almog Dubin, Moshe Sipper

“…RADAR employs adversarial training by incorporating adversarial examples—crafted to deceive both the classifier and the detector—into the training process. This dual optimization enables the detector to learn and adapt to sophisticated attack scenarios. …”
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Research on fusion model based on deep learning for text content security enhancement by Shaomin WANG, Zheng WANG, Hua REN

“…The rapid expansion of information content on the internet and the mobile internet has resulted in violations of laws and regulations and bad information,which affects the content security of the internet space.Traditional text content security recognition methods based on matching of sensitive words ignore context semantics,resulting in high false positive rate and low accuracy.Based on the analysis of traditional text content security recognition methods,a fusion recognition model using deep learning and a model fusion algorithm process were proposed.Text content security recognition system based on the fusion recognition model using deep learning and experimental verification was introducted deeply.Results show that the proposed model can effectively solve the problem of high false positive rate caused by the lack of semantic understanding of traditional recognition methods,and improve the accuracy of the bad information detection.…”
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Stand der Forschung an der photographischen Gelatine by Ivan Tomka

“…The fibrous-association-type structure of the gelatin gel was further more quantitatively described by the measurement of permeation of water through the gel network. The process of gelation was followed with the oscillating cup viscosimeter. …”
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Trends in the treatment of cytomegalovirus infection in oncohematological patients by D. N. Balashov

“…Thereby, studies of new therapeutic approaches (for example, transfusion of CMV-specific T-cells) are actually in process.…”
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