Deep Hybrid Models: Infer and Plan in a Dynamic World by Matteo Priorelli, Ivilin Peev Stoianov

“…Traditionally, such problems are tackled with optimal control, which relies on the optimization of cost functions; instead, a recent biologically motivated proposal casts planning and control as an inference process. …”
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FaciaVox: A diverse multimodal biometric dataset of facial images and voice recordingsZenodo by Kamal Abuqaaud, Ali Bou Nassif, Ismail Shahin

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Verification of the method for classifying the technical state of a turboshaft engine fuel regulator in the space of operational process parameters under factory test conditions by Ihor Ohanian, Sergiy Yepifanov

“…The article presents the results of verifying the method for classifying the technical state of a helicopter turboshaft engine fuel regulator in the parameter space of the operational process under real factory-testing conditions. The applied diagnostic method is based on a mathematical model of the fuel regulator, considering the impact of deviations in structural parameters on diagnostic features. …”
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Lightweight pose estimation spatial-temporal enhanced graph convolutional model for miner behavior recognition by WANG Jianfang, DUAN Siyuan, PAN Hongguang, JING Ningbo

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Visual information perception system of coal mine comprehensive excavation working face for edge computing terminal by Dongyang Zhao, Guoyong Su, Pengyu Wang

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Using data processing to understand inconsistency in smartphone behavior among patients with serious mental illness: Results of a digital phenotyping biomarker study by Carsten Langholm, Scott Breitinger, Lucy Gray, Fernando Goes, Alex Walker, Ashley Xiong, Cindy Stopel, Peter P. Zandi, Mark A. Frye, John Torous

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Current Overview of Environmental Disinfection and Decolonization of <i>C. auris</i>: A Systematic Review from 2020 to 2025 by María Guadalupe Frías-De-León, Paola Betancourt-Cisneros, Erick Martínez-Herrera, Paola Berenice Zarate-Segura, Carlos Alberto Castro-Fuentes, Eduardo García-Salazar

“…<i>Candida auris</i> possesses distinctive features that facilitate its persistence and transmission in healthcare settings, causing outbreaks of infection that are difficult to treat. …”
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Mathematical model of operation of stacker belt conveyors of mobile road-building machines with tracing control of belt tension by Goncharov K.A., Grishin A.V.

“…The paper proposes a mathematical model of operation of stacker belt conveyors of mobile road-building machines with tracing control of belt tension. This model allows one to evaluate the operation processes of the conveyor taking into account the variation of the rolling resistance coefficient of the belt on the dumping track, as well as to determine parameters of the tracing tensioning devices with a view to further selecting the appropriate driven equipment. …”
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Global information aware network with global interaction graph attention for infrared small target detection by Ruimin Yang, Yidan Zhang, Guangshuai Gao, Liang Liao, Chunlei Li

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StingReady: A Novel Device for Controlled Insect Sting Challenge—From Field Capture to Clinical Application by Xesús Feás, Margarita Armisén, Sara López-Freire, Manuela Alonso-Sampedro, Carmen Vidal

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Asynchronous Stabilization of Nonlinear Markov Jump Singularly Perturbed Systems via Fuzzy Static Output Feedback Control by Baogang Ding, Tingting Ma, Xiaoxin Feng, Yueying Wang

“…From a practical point of view, the phenomenon of asynchronous switching between the plant and the controller is considered and characterized by a finite piecewise-homogenous Markov process. …”
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Melt Density Monitoring of Extruder Extrusion Process Based on Multi-source Data Fusion and Convolutional Long Short-term Memory Neural Network by Binbin ZHANG, Zhuyun CHEN, Fei ZHANG, Gang JIN

“…Objective This study addresses the challenging task of real-time monitoring of melt density during polymer extrusion, specifically for the polycarbonate-acrylonitrile-butadiene-styrene (PC/ABS) blend system, a critical parameter profoundly impacting the quality of the final product. Ensuring precise control over melt density is imperative for achieving desired product characteristics and maintaining process stability in polymer blending operations.Methods The research proposes a novel methodological framework that integrates multi-source data fusion with a convolutional long short-term memory (LSTM) neural network architecture to address this challenge. …”
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Power Load Forecasting Method Based on MT-BSGP by LI Zhi-yong, SU Yin-sheng, LI Bin, LIU Chun-xiao, LI Bao, TAN Shou-biao

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Efficient Finite-Set Model Predictive Voltage Control of Islanded-Mode Grid-Forming Inverters With Current Constraints by Changming Zheng, Jiafeng Yang, Zheng Gong

“…Experimental results verify that the proposed EFS-MPVC features reduced computational amount and improved control performance in comparison to conventional MPVC schemes.…”
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Features of Cerebral Hemorrhage in the Victims of Peaceful Territory and Fighters of the Operation of the Combined Forces – of the Antiterrorist Operation After Traumatic Brain Inj... by V. Shevaga, M. Semchyshyn, B. Zadorozhna, A. Zadorozhny

“…Brain injuries along with dystrophic processes cause disorders of cerebral hemodynamics and vascular tone, which are significant and are important factors in the pathogenesis of neurological symptoms after trauma. …”
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A Generic AI-Based Technique for Assessing Student Performance in Conducting Online Virtual and Remote Controlled Laboratories by Ahmed M. Abd El-Haleem, Mohab Mohammed Eid, Mahmoud M. Elmesalawy, Hadeer A. Hassan Hosny

“…Due to the COVID-19 pandemic and the development of educational technology, e-learning has become essential in the educational process. However, the adoption of e-learning in sectors such as engineering, science, and technology faces a particular challenge as it needs a special Laboratory Learning Management System (LLMS) capable of supporting online lab activities through virtual and controlled remote labs. …”
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Research on variable-length control chart pattern recognition based on sliding window method and SECNN-BiLSTM by Tao Zan, Xiaolong Jia, Xiaoyu Guo, Min Wang, Xiangsheng Gao, Peng Gao

“…Abstract Control charts, as essential tools in Statistical Process Control (SPC), are frequently used to analyze whether production processes are under control. …”
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Microdecompression versus Open Laminectomy and Posterior Stabilization for Multilevel Lumbar Spine Stenosis: A Randomized Controlled Trial by Sherwan A. Hamawandi, Injam Ibrahim Sulaiman, Ameer Kadhim Al-Humairi

“…Lumbar spinal stenosis most often results from a gradual, degenerative ageing process. Open or wide decompressive laminectomy was formerly the standard treatment. …”
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Effect of Tai Chi Practice on the Adaptation to Sensory and Motor Perturbations While Standing in Older Adults by Arion Dey, Huiyeong Chang, Laila Shaaban, Armaan Suga, Genavieve Braden, Andres Bustamante, Jisang Park, Shenhua Zhang, Yang Hu, Manuel E. Hernandez

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A Preemptive Scan Speed Control Strategy Based on Topographic Data for Optimized Atomic Force Microscopy Imaging by Thi Thu Nguyen, Oyoo Michael Juma, Luke Oduor Otieno, Thi Ngoc Nguyen, Yong Joong Lee

“…This study presents a simple variable scan speed control strategy for improving AFM imaging speed while maintaining the image quality obtained at low scan speeds. …”
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