Prediction on the Remaining Useful Life of Rolling Bearings Using Ensemble DLSTM by Miao Jiang, Yang Xiang

“…However, bearings are subject to complex operating conditions and are prone to failure. To avoid ineffectiveness and improve the reliability of bearings, a data-driven method is used to predict the remaining useful life (RUL). …”
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Study of Numerical Simulation during ECAP Processing of Can Based on Smooth Particle Hydrodynamics by Xiaofeng Niu, Chenchen Wang, K. C. Chan, Han Wang, Shidong Feng

“…In the ECAP processing of can, the specimen is canned with a protection material layer to avoid the cracking during deformation. At present, most simulation studies of ECAP are conducted based on the finite element method, in which large deformation can cause serious mesh distortion, resulting in a decrease of the simulation accuracy. …”
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THE ULTRASOUND DIAGNOSTICS POTENTIAL OF THE SMALL PELVIS TUMORS IN CHILDREN by N. A. Maksimova, Yu. Yu. Kozel, M. G. Ilchenko, G. A. Mkrtchyan

“…A complex sonography is an important method in the primary diagnostics of pelvic tumors in children, as well as a priority method in antitumor treatment monitoring, which allows detection of the tumor extent and helps to avoid multiple radiation exposure of the growing child’s body.…”
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Machine learning for the prediction of augmented renal clearance (ARC) in patients with sepsis in critical care units by Tong Wu, Ruo-Yu Zhuang, Yun-Zhe Wu, Xiao-Li Wang, Hong-ping Qu, Dan-Feng Dong, Yi-De Lu, Jing-yi Wu

“…The Extreme Gradient Boosting (XGBoost) model had the best predictive performance (AUC: 0.841) with the highest balanced accuracy (0.778) and the second-highest NPV (0.950). The maximum creatinine level, maximum blood urea nitrogen level, minimum creatinine level, and history of renal disease were found to be the four most significant parameters through SHAP analysis. …”
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Urban development and pollution of groundwater resources (Case study: Hamadan–Bahar Plain) by Mohammad Sadegh Oliaei, Javad Fasihi Ramandi, Mohsen Kakaie, Zoaeddin Almassi

“…In this study, qualitative changes in the trend of drought and water resources in Hamadan - Bahar plain, as one of the most important Agriculture centers in Iran has been considered.Materials and methods: A number of 23 wells were sampled across the plain, on September 2015. …”
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Double Intramedullary K-wire Fixation Technique for Proximal Phalanx Fracture of Hand by Shylendra Babu Palladam Govindaraj, Rex Chandrabose

“…Purpose: Proximal phalanx fracture is the most frequently encountered fracture in the hand. …”
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Riverbed Surface Settlement Patterns Induced by Pipe Jacking Construction in River-Crossing Sections by SHENG Song-tao, AN Zi-yue, ZHOU Hong-yun, LIU Jie

“…In engineering practice, it is necessary to balance the selection of pipe diameter (large diameters improve jacking efficiency but increase subsidence risk), optimize grouting pressure (to suppress subsidence and avoid excessive uplift), and improve the disturbance resistance of soft soil through reinforcement (such as pre-grouting). (2) This study is the first to construct a 3D fluid-solid interaction model for pipe jacking in the river-crossing section, combining the strength reduction method and parameter sensitivity analysis to provide a theoretical basis for similar projects. …”
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Optimization Study of the Dump Diffuser in Gas Turbine to Reduce Pressure Loss by Fei Xing, Hao Su, Shining Chan, Leilei Xu, Xinyi Yu

“…Hence, the controllable vortex method is effective for improving the performance of the dump diffuser.…”
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Vaccine Induced Herd Immunity for Control of Respiratory Syncytial Virus Disease in a Low-Income Country Setting. by Timothy M Kinyanjui, Thomas A House, Moses C Kiti, Patricia A Cane, David J Nokes, Graham F Medley

“…We developed a mathematical model to explore the benefits of a vaccine against RSV.<h4>Methods and findings</h4>We have used a deterministic age structured model capturing the key epidemiological characteristics of RSV and performed a statistical maximum-likelihood fit to age-specific hospitalization data from a developing country setting. …”
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A Seismic Response and AdaBoost Regressor-Based Vulnerability Analysis of an ±800 kV Suspended Filter Capacitor by Quan Zhou, Yongheng Mao, Zhongkai Yin, Chang He, Ting Yang

“…The results indicate that increasing the pre-tension force can avoid pressure generation in the insulators and reduce the maximum displacements of the filter capacitor. …”
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Effects of Transmission Ratio on the Nonlinear Vibration Characteristics of a Gear-Driven High-Speed Centrifugal Pump by Anmin Zhou, Lulu Zhai, Zuchao Zhu, Jia Guo, Xinglin Zhang, Baoling Cui

“…Quite different from those under the other states, under this jump motion state, the 0.2fg component and 0.5fp component will appear in the vibration responses of both gears and become the most contributed two factors to the responses of the driven gear. (3) In the design process, the transmission ratio of a high-speed centrifugal pump with a simplified GRSB system should be specially designed to avoid the jump-point state and the maximum-amplitude-of-fm state to ensure the stability of the system as well as reduce the mechanical impacts and noises.…”
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Analysis of wheel-rail adhesion redundancy considering the third-body medium on the rail surface by Chun Tian, Gengwei Zhai, Mengling Wu, Jiajun Zhou, Yaojie Li

“…Through statistical analysis of multiple sets of experimental data, the statistical distribution patterns of maximum utilized adhesion on the rail surface are obtained, and a method for analyzing wheel-rail adhesion redundancy based on normal distribution is proposed. …”
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Botox’s Place in the Complex Treatment of Oculomotor System Pathology (the Optimal “Portrait” of the Patient for the Chemodenervation) by I. L. Plisov, V. V. Cherhykh, V. V. Atamanov, N. G. Antsiferova, V. B. Pushchina, T. K. Istomina

“…To summarize our fifteen-years clinical experience of using Botox in strabismology and determine the indications for the most effective use of chemodenervation in the complex treatment of oculomotor system pathology.Patients and methods. …”
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Application of Ultrashort Implants in Posterior Maxilla With Insufficient Bone Height: A Finite Element Analysis by Lang Zheng, Lailong Luo, Lulu Chang, Mingfa Ren, Fangyuan Li, Yang Liu

“…Von Mises stresses within the implants and the sinus floor cortical bone, maximum and minimum principal stresses within the alveolar ridge cortical bone, and the maximum principal strain of the cancellous bone were determined using these models. …”
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Orthodontic Bonding: Review of the Literature by Ali H. Alzainal, Ahmed Shehab Majud, Abdulfatah M. Al-Ani, Adil O. Mageet

“…Even though orthophosphoric acid is the most widely used enamel conditioning agent, laser etching should be considered to avoid enamel decalcification. …”
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Cost-per-responder analysis for eltrombopag and rituximab in the treatment of primary immune thrombocytopenia in Spain by Eduardo Anguita, Francisco Javier Parrondo García, José Ramón González-Porras

“…The last two are becoming the most widely used treatments to avoid splenectomy adverse effects and inconveniences. …”
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Multidetector computed tomography evaluation of normal thymus and variations with age by Suprava Naik, Aishvarya Shri, Simran Sidhu, Yuvraj Lahre, Nerbadyswari Deep Bag, Sanjeev Kumar Bhoi, Sudipta Mohakud

“…Complete fatty replacement was noted in all cases with an age of more than 60 years. The most common shape was arrowhead, and the most common location was pre-aortic and para-aortic location. …”
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Validity of myocardial infarction diagnoses in administrative databases: a systematic review. by Natalie McCormick, Diane Lacaille, Vidula Bhole, J Antonio Avina-Zubieta

“…Sensitivity and specificity of hospitalization data for identifying MI in most [≥50%] studies was ≥86%, and PPV in most studies was ≥93%. …”
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The Mutual Role of Security and Independence with Press Crimes in Islam and Enacted rights by Adel Sarikhani

“…“ with a descriptive and analytical method.The most important result of the research is that from an Islamic point of view and based on the verses of the Holy Qur'an, the maximum participation of the people through legitimate freedoms is the cause of maintaining the country's independence and security, and there is a causal relationship between independence and security.…”
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Wilm's tumor-collaborative approach is needed to prevent tumor upstaging and radiotherapy delays: A single institutional study by Shaqul Qamar Wani, Talib Khan, Saiful Yamin Wani, Mohammad Maqbool Lone, Fir Afroz

“…Majority of tumors were >10 cm in their largest dimensions. Most WT presented in Stage III followed by Stage I and IV. …”
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