Infrastructure and Tools for Testing the Vulnerability of Control Systems to Cyberattacks: A Coal Mine Industrial Facility Case by Sebastian Plamowski, Patryk Chaber, Maciej Ławryńczuk, Robert Nebeluk, Ewa Niewiadomska-Szynkiewicz, Jakub Suchorab, Krzysztof Zarzycki, Adam Kozakiewicz, Andrzej Stachurski

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Large sparse aperture telescope wavefront sensing and control via pretrained neural network with attention module by Yuchen Li, Chao Qin, Qichang An, Zhenbang Xu

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A Clinical Tuning Framework for Continuous Kinematic and Impedance Control of a Powered Knee-Ankle Prosthesis by Emma Reznick, T. Kevin Best, Robert D. Gregg

“…To take advantage of this method, we developed a CTI that translates common clinical tuning parameters into model adjustments for the walking and sit-stand controllers. We then conducted a case study where a prosthetist iteratively tuned the powered prosthesis to an above-knee amputee participant in a simulated clinical session involving sit-stand transitions and level walking, from which incline/decline walking features were automatically calibrated. …”
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State Diagnosis of Elevator Control Transformer over Vibration Signal Based on MEA-BP Neural Network by QingHui Song, QingJun Song, Linjing Xiao, HaiYan Jiang, LiNa Li

“…Vibration analysis is considered as an effective and reliable nondestructive technique for monitoring the operation conditions of elevator control transformer. In the paper, a novel model using the Empirical Mode Decomposition (EMD), the empirical wavelet packet transform, the mind evolutionary algorithm (MEA), and the backpropagation (BP) neural network is proposed for elevator control transformer fault diagnosis. …”
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Liposome-Based Encapsulation of Extract from Wild Thyme (<i>Thymus serpyllum</i> L.) Tea Processing Residues for Delivery of Polyphenols by Aleksandra A. Jovanović, Bojana Balanč, Predrag M. Petrović, Natalija Čutović, Smilja B. Marković, Verica B. Djordjević, Branko M. Bugarski

“…This study developed phospholipid-based liposomes loaded with extract from wild thyme (<i>Thymus serpyllum</i> L.) tea processing residues to enhance polyphenol stability and delivery. …”
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Design of Computer Numerical Control System for Fiber Placement Machine Based on Siemens 840D sl by Kun Xia, Di Zhao, Qingqing Yuan, Jingxia Wang, Aodong Shen

“…This investigation is based on the structural features and process specifications of the equipment. …”
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Automation of autonomous mobile robot docking based on the counter growth rapidly exploring random tree method by V. V. Golubov, S. V. Manko

“…The study analyzed the features of automatic docking as one of the tasks of group control of autonomous robots. …”
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Optimal control for quadrotors UAV based on deep neural network approximations of stable manifold of HJB equation by Yuhuan Yue

“…This paper proposes a deep learning algorithm for solving the infinite-horizon optimal feedback control problem of a quadrotor unmanned aerial vehicle (UAV). …”
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Real-time monitoring and optimization of machine learning intelligent control system in power data modeling technology by Qiong Wang, Zuohu Chen, Yongbo Zhou, Zhiyuan Liu, Zhenguo Peng

“…It used methods such as box plots and Kalman filters to preprocess power data and used Fourier transform and long short-term memory (LSTM) network to extract data features. Based on long-term and short-term memory networks, this paper constructed a deep neural network model to process data. …”
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Learning the factors controlling mineral dissolution in three-dimensional fracture networks: applications in geologic carbon sequestration by Aleksandra A. Pachalieva, Aleksandra A. Pachalieva, Jeffrey D. Hyman, Daniel O’Malley, Gowri Srinivasan, Hari Viswanathan

“…We characterize the features controlling these processes by developing a machine learning framework to extract their relevant impact. …”
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Pathogenesis of progressive scarring trachoma in Ethiopia and Tanzania and its implications for disease control: two cohort studies. by Matthew J Burton, Saul N Rajak, Victor H Hu, Athumani Ramadhani, Esmael Habtamu, Patrick Massae, Zerihun Tadesse, Kelly Callahan, Paul M Emerson, Peng T Khaw, David Jeffries, David C W Mabey, Robin L Bailey, Helen A Weiss, Martin J Holland

“…Host determinants of scarring progression appear more complex and subtle than the features of inflammation. Overall this indicates a potential role for anti-inflammatory interventions to interrupt progression and the need for trichiasis disease surveillance and surgery long after chlamydial infection has been controlled at community level.…”
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Low-Latency Edge-Enabled Digital Twin System for Multi-Robot Collision Avoidance and Remote Control by Daniel Poul Mtowe, Lika Long, Dong Min Kim

“…Traditional approaches, which rely on centralized cloud processing or direct sensor-to-controller communication, are inherently limited by excessive network latency, bandwidth bottlenecks, and a lack of predictive decision-making, thus constraining their effectiveness in real-time multi-agent systems. …”
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RETRACTED ARTICLE: Isolation, expression, and in silico profiling of a thermostable xylanase from Geobacillus stearothermophilus strain NASA267: insights into structural features a... by Safaa M. Ali, Nehad Noby, Nadia A. Soliman, Sanaa H. Omar

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Serum phospholipids during aging: A comprehensive systematic review of cross-sectional and case-control studies by Meysam Zarezadeh, Mahsa Mahmoudinezhad, Amir Hossein Faghfouri, Nima Radkhah, Mehrdad Jamali, Parsa Jamilian, Zohreh Ghoreyshi, Alireza Ostadrahimi

“…The PRISMA guidelines were adhered to throughout all stages of the review process. Cross-sectional and case-control studies that investigated the relationship between aging and phosphatidylcholine (PC), lysophosphatidylcholine (LPC), sphingomyelins (SM), ceramides, phosphatidylethanolamines (PE), and phosphatidylinositol (PI) were included. …”
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Research on downhole drilling target detection based on improved Yolov8n by Jierui Ling, Zhibo Fu, Xinpeng Yuan

“…It plays a vital role in strengthening the disaster prevention and control capabilities of coal mines in China. To monitor the drilling process in real time and enhance the efficiency of target detection at underground coal mine drill sites, an improved algorithm based on Yolov8n has been proposed, which offers advantages compared with the traditional detection methods. …”
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Multi-task neural network for solving the problem of recognizing the type of QAM and PSK modulation under parametric a priori uncertainty by A. A. Paramonov, V. M. Nguyen, M. T. Nguyen

“…Automatic modulation recognition of unknown signals is an important task for various fields oftechnology such as radio control, radio monitoring, and identification of interference and sources of radio emission. …”
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Preliminary study on the connotation of flexibility in dynamically reconfigurable networks by Dong-nian CHENG, Bin-qiang WANG, Bao-jin WANG, Jian-hui ZHANG

“…From the microscopic and quantitative viewpoints,the connotation of the structural flexibility of reconfigurable networks was explored.More accurately,a key feature,i.e.,the dynamic data channel varying with service demands,of reconfigurable networks was first exhibited and explained.Four dominant implications of the flexibility were then revealed as gradually mapping to demands,keeping global performance good,implicit isolation,and self-driven control.Finally,related quantitative models and methods for both determining the stable deviation of outcomes from demands and computing the volume of resource dynamically reconfigured were investigated by using the exponentially moving average,the n:m voting scheme,Markov decision processes (MDP) and reinforcement learning,respectively.…”
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pTripleTREP – A vector for tightly controlled expression and purification of virulence factors in Staphylococcus aureus by Hannes Wolfgramm, Christopher Saade, Marco Harms, Larissa M. Busch, Josephine Lange, Maximilian Schedlowski, Kristin Surmann, Manuela Gesell Salazar, Christian Hentschker, Leif Steil, Stephan Michalik, Uwe Völker, Alexander Reder

“…Results To bridge this gap, we present pTripleTREP as a versatile expression vector for S. aureus, which enables the homologous expression and purification of staphylococcal virulence factors. It features a strong SigA-dependent staphylococcal promoter overlapped by three tetracycline responsive elements (TRE), which ensures tight repression under control conditions and high expression levels upon induction of the target gene. …”
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An optimized anomaly detection framework in industrial control systems through grey wolf optimizer and autoencoder integration by Muhammad Muzamil Aslam, Liyanage Chandratilak De Silva, Rosyzie Anna Awg Haji Mohd Apong, Ali Tufail

“…Abstract Ensuring reliable Internet connectivity in Industrial Control Systems is critical for real-time monitoring and anomaly detection. …”
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Serum Endoglin and Endocan Levels in Rosacea and Their Association with Cardiovascular Risk Factors: A Case-Control Study by Melodi Çekiç, Ayşın köktürk, Lülüfer Tamer, Rojda Tanrıverdi

“…Results: No significant differences in endocan and endoglin levels were observed between the patient and control groups. However, their levels were associated with various clinical features, including symptom and disease severity. …”
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