Hybrid method analysis of fire accidents in medical centers: a focus on a disastrous fire during the pandemic by Zahra Shakiba, Ali Asghar Farshad, Iraj Alimohammadi, Narmin Hassanzadeh-Rangi, Yahya Khosravi

“…Conclusion The combination of content analysis, AcciMap, and STAMP methods showed that amending laws and regulations related to establishing medical centers and shortening supervision loops is the crucial resilience cycle against fire accidents in medical centers. …”
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Co-Creating a District-Wide Professional Development Program and Implementation Model for Trauma-Informed Schools by Megan Blanton, Erum Nadeem, Pamela Vona, Anusha Sahay, Olivia Kycia, Chris Dudek, Jade Garcia, Candace Coccaro

“…A secondary goal was to provide representative case examples of feedback loops for real-time improvements to the implementation strategies. …”
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Investigation on Acoustic Emission Kaiser Effect and Frequency Spectrum Characteristics of Rock Joints Subjected to Multilevel Cyclic Shear Loads by Zhiqiang Hou, Changhong Li, Zhengyang Song, Yonggang Xiao, Chen Qiao, Yu Wang

“…The results show that, under the cyclic loading, the shear stress-displacement curve forms several cyclic hysteresis loops, and the number of loops increases with the increase of normal stress. …”
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Data Poison Detection Schemes for Distributed Machine Learning by Yijin Chen, Yuming Mao, Haoyang Liang, Shui Yu, Yunkai Wei, Supeng Leng

“…We prove that the proposed cross-learning mechanism would generate training loops, based on which a mathematical model is established to find the optimal number of training loops. …”
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Analysis of pathological features related to clinical prognosis in C3 glomerulopathy by ZHANG Junhua, LI Yilin, XIE Jingyuan, ZHANG Chunli, XU Jing

“…The pathological manifestations of C3 are mainly chronic lesions (including glomerular sclerosis, double-track formation of capillary loops, and extensive deposition of electron-dense material in the mesangial area). …”
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Neuro-fuzzy estimator, with complexity reduction, of the temperatures of a parabolic-trough solar field by J. M. Escaño, A. J. Sánchez, M. Ceballos, A. J. Gallego, E. F. Camacho

“…In this work an observer based on a fuzzy inference system to estimate the temperature profiles of the loops that make up the solar field is presented. …”
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Machine learning applications in river research: Trends, opportunities and challenges by Long Ho, Peter Goethals

“…Hence, it is necessary to carefully consider and specify modelling goals, understand the data collected and maintain feedback loops in order to continuously improve model performance and eventually reach the research objectives. …”
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Magneto-optical Kerr effect and magnetization structure of permalloy microparticles under mechanical stress by T.F. Khanipov, D.A. Bizyaev, A.A. Bukharaev, V.V. Chirkov, A.P. Chuklanov, N.I. Nurgazizov

“…Using the samples, the magnetic structure has been visualized by magnetic force microscopy and hysteresis loops have been obtained by the method of magneto-optical Kerr effect. …”
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Jejunal Intussusception: A Rare Adult Presentation of Lymphoid Hyperplasia by Linda Laham, Ratul Bhattacharyya, Manrique Guerrero, Jafar Haghshenas, Mark Ingram

“…CT findings revealed mild telescoping of loops of small bowel and mesenteric fat in the left mid abdomen with no apparent masses. …”
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Data-Driven Optimization of CNC Manufacturing Using Simulation and DOE Techniques by Vijay Sevella, Ahad Ali, Abdelhakim Abdelhadi, Ahmad Alkhaleefah

“…Three different parts are processed by the model, which also includes rework loops in which a portion of faulty products are sent back for further processing. …”
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Black Holes as Gravitational Mirrors by Luis C. N. Santos, Franciele M. da Silva, Celio R. Muniz, Valdir B. Bezerra

“…We consider the motion of the light around Reissner–Nordström space–time and discuss the properties of the trajectories of boomerang photons. …”
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High precision experimentally validated adaptive neuro fuzzy inference system controller for DC motor drive system by Muhammad Akram Bhayo, Javed Ahmed Laghari, Mohammad Aljaidi, Mohsin Ali Koondhar, Ragab A. El-Sehiemy, Ali Fayez Alkoradees, Zuhair Muhammed Alaas

“…Abstract The control of a dc motor drive system is performed using two Proportional-Integral (PI) controllers, mostly comprising the outer (speed) and inner (torque) loops. However, the tuning of the PI controllers is challenging, because of the significant overshoot and substantial settling time. …”
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Data processing capability of polarization dynamics in ferroelectric-gate transistor-based physical reservoir computing by Yu Ukezeki, Sota Inoue, Norifumi Fujimura, Tokuji Yokomatsu, Kensuke Kanda, Kazusuke Maenaka, Kasidit Toprasertpong, Shinichi Takagi, Takeshi Yoshimura

“…The voltage applied to the ferroelectric layers was theoretically calculated using load line analysis and determined experimentally. In a time-series prediction task, the FeFETs showed low error rates under conditions that produced multiple hysteresis loops in dynamic transfer waveforms. …”
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Self-tuning method for a linear active disturbance rejection controller by LI Yang, WANG Jing, ZHANG Yong-jun

“…In the algorithm,two gain signal loops' dynamic response of linear state error feedback(LSEF) is used as the parameter adjustment object. …”
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Photonic frequency multiplexed next-generation reservoir computer by Nicholas Cox, Joseph Murray, Joseph Hart, Brandon Redding

“…Photonic NGRC provides a flexible platform for real-time inference by forgoing the need for explicit feedback loops inherent to a physical reservoir. …”
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Malicious Traffic Detection on Tofino Using Graph Attention Model by Xichang Gao, Lizhuang Tan, Shengpeng Chen, Peiying Zhang, Jian Wang

“…With the surge of malicious traffic in networks, existing detection methods struggle to balance real-time performance and efficiency. Data plane programmability, as an emerging technology, offers rapid control loops that can more effectively detect and mitigate network attacks. …”
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Modeling kinetic effects of charged vacancies on electromechanical responses of ferroelectrics: Rayleighian approach by Rajeev Kumar, Shuaifang Zhang, P. Ganesh

“…A derivation of coupled time-dependent equations based on the Rayleighian approach is presented. …”
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Features of women’s reproductive dysfunctions associated with prolonged stressful situations by O. H. Horbatiuk, A. S. Shatkovska, A. P. Hryhorenko, O. V. Vaskiv, I. O. Bets, I. M. Kustovska, A. I. Petrash

“…Women with stressed amenorrhea had a significant 2 times (P < 0.05) increase in FSH; 1.9 times – LH; 1.6 times – prolactin (which is not typical for classical hyperprolactinemia) and 3.2 times decrease in estradiol, 3.9 times – progesterone in comparison to the control group. …”
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A Comparative Analysis of Quality of Life in Children Managed for Omphalocele and Gastroschisis by Melanie Kapapa, Teresa Rieg, Alexandre Serra

“…On ultrasound examination, adherent bowel loops and bowel malrotation with resulting stool irregularities affect GS children. …”
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Integrating Digital Twin and BIM for Special-Length-Based Rebar Layout Optimization in Reinforced Concrete Construction by Daniel Darma Widjaja, Jeeyoung Lim, Sunkuk Kim

“…The framework is implemented using Autodesk Revit and Dynamo for rebar modeling and layout generation, Microsoft Project for schedule integration, and Autodesk Navisworks for clash detection. Real-time scheduling synchronization is achieved through IFC schema-based BIM models linked to construction timelines, while embedded clash detection and constructability feedback loops allow for iterative refinement and improved installation feasibility. …”
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