Aircraft Bearing Fault Diagnosis Method Based on LSTM-IDRSN by Lei Wang, Kun He, Haipeng Fu, Weixing Chen

“…A fully connected layer with a SoftMax activation function is then used to classify faults in the training set. …”
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Electrical Characteristics and Nanocrystalline Formation of Sprayed Iridium Oxide Thin Films by S. A. Mahmoud, S. M. Al-Shomar, A. A. Akl

“…The dark conductivity measurements at room temperature as a function of SM were observed and the value of conductivity were slightly increases at higher SM, reaching the bulk value of 20 Ω−1cm−1. …”
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Irisin Mitigates Doxorubicin-Induced Cardiotoxicity by Reducing Oxidative Stress and Inflammation via Modulation of the PERK-eIF2α-ATF4 Pathway by Zhang Z, Yu X, Li J, Shen X, Fu W, Liu Y, Dong X, Wang Z

“…In vivo, C57BL/6 mice were administered DOX (5 mg/kg/week, i.p.) for 4 weeks, reaching a cumulative dose of 20 mg/kg. Irisin (1 mg/kg/ 3 days, i.p.) was administered to the mice both 7 days prior to and during DOX injection.Cardiac function was evaluated by echocardiography, and cardiac histology was assessed using HE, WGA, and Masson staining. …”
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Computational mechanism underlying switching of motor actions. by Shan Zhong, Nader Pouratian, Vassilios Christopoulos

“…To delineate the computations underlying these action regulation functions, we utilized a neurocomputational theory that models the process of selecting, stopping and switching reaching movements. …”
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Characteristics of Inherited Metabolic Disorders Following Kidney Transplantation: A 13-Year Observational Study by Kirsty Dickson, Henry H. L. Wu, Reena Sharma, Karolina M. Stepien, Ana Jovanovic, Rajkumar Chinnadurai

“…<i>Background and Objectives:</i> Inherited metabolic disorders (IMDs), primarily cystinosis, Fabry disease, and methylmalonic acidemia (MMA), are genetic conditions that typically result in multi-organ disease manifestations. Kidney function progressively deteriorates in many cases, with patients eventually reaching end-stage kidney disease (ESKD) and requiring renal replacement therapy. …”
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Simvastatin Combined with Resistance Training Improves Outcomes in Patients with Chronic Heart Failure by Modulating Mitochondrial Membrane Potential and the Janus Kinase/Signal Tr... by Xiaowen Wang, Kaiyun Yan, Cuifeng Wen, Jiaqi Wang

“…Chronic heart failure (CHF) is the end stage of cardiac disease with a 5-year mortality rate reaching 50%. Simvastatin is an antioxidant with lipid-lowering effects, which is commonly used to treat CHF. …”
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Air Pollution and Its Impact on Health and Performance in Football Players by George John, Ekaterina A. Semenova, Dana Amr Mohamed, Tiffany Georges Abi Antoun, Rinat A. Yusupov, Ildus I. Ahmetov

“…These pollutants bypass natural respiratory defenses due to increased pulmonary ventilation during exercise, reaching deeper lung regions and triggering oxidative stress, inflammation, and impaired lung function. …”
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Optimizing brain tumor detection in MRI scans through InceptionResNetV2 and deep stacked Autoencoders with SwiGLU activation and sparsity regularization by Vishal Awasthi, Mamta Tiwari, Amit Yadav, Gesu Thakur, Mamata Mayee Panda, Hemant Kumar, Shivneet Tripathi

“…The approach achieved high performance, reaching an overall accuracy of 99.53 %, precision of 98.27 %, recall of 99.21 %, specificity of 98.73 %, and an F1-score of 98.74 %. …”
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Relativistic Electron Flux Prediction at Geosynchronous Orbit Based on the Neural Network and the Quantile Regression Method by Hui Zhang, Suiyan Fu, Lun Xie, Duo Zhao, Chao Yue, Zuyin Pu, Ying Xiong, Tong Wu, Shaojie Zhao, Yixin Sun, Bo Cui, Zhekai Luo

“…Moreover, it appears to be for the first time that the approximate shape of the probability density function of relativistic electron flux is predicted.…”
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Fame and Ultrafame: Measuring and comparing daily levels of ‘being talked about’ for United States’ presidents, their rivals, God, countries, and K-pop. by Peter Dodds, Joshua Minot, Michael Arnold, Thayer Alshaabi, Jane Adams, David Dewhurst, Andrew Reagan, Christopher Danforth

“…We show that all five political figures have at some point reached extraordinary volume levels of what we define to be “lexical ultrafame”: An overall rank of approximately 300 or less which is largely the realm of function words and demarcated by the highly stable rank of ‘god’. …”
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Farbstoffe für die Energieumwandlung by Jürgen Rochlitz

“…Instead of solved or dispersed dyestuffs a layer of the dye, only a few tenth of a micron thick, evaporated within high vacuum onto the grounding metal, sensitizes a transparent layer of an organic semiconductor, which only has a charge transporting function. Such dyestuff-double-layers with charge injecting dyes possess far better efficiencies than common organic photoconducting layers. …”
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Research on Multi-VSG Parallel Control Strategy Based on Sliding Mode Active Disturbance Rejection by Fanxing Rao, Yupeng Xiang, Shuai Weng, Huimin Xiong, Xiaopin Yang, Jizheng Zhang, Cui Wang, Yunchuan Ding

“…Moreover, the integral sliding mode, by introducing an integral term, continuously approximates the switching function, making the sliding mode surface smoother, which effectively suppresses sliding mode chattering and improves the system’s robustness. …”
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Progress in Prevention and Treatment of Acute Bone Loss in Orthopedics by Haoran Wang, Ji Wu, Boyao Wang, Hu Qin, Lei Fan, Yunhua Wang, Bin He

“…Orthopedic patients need to perform limb immobilization for several days to several weeks due to fracture or other special circumstances. When the function of a certain part or the whole body is restricted, the activity of osteoclasts will be enhanced and its life activity will surpass that of osteoblasts, so local or even whole body bone loss will occur. …”
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A Method of Electroless Silver Plating on the Surface of PA6 Fiber by CHEN Ming

“…In order to improve the conductive function of PA6 fiber and make it a flexible material with anti electromagnetic shielding, after two step sensitization and silver ammonia solution activation pretreatment, a layer of metallic silver was uniformly deposited on the surface of PA6 fiber fabric by electroless plating to prepare the Ag/PA6 composite.The morphology, element content, adhesion, resistance value and electromagnetic shielding effect of the coating were tested by SEM, EDS, resistance meter and 2G signal of mobile phone.Results showed that the coating was uniform and dense; the content of silver was high, reaching 100%; the adhesion of the coating was good; the resistance per unit length was low, less than 1 Ω, indicating it has good conductivity; 2G signal attenuation of mobile phone reached 50%, which had good anti electromagnetic shielding effect.The technological conditions of electroless plating were as follows: silver nitrate 11 g/L, ammonia water and sodium hydroxide in proper amount ratio were used to prepare 1.1% silver ammonia solution.The components of reducing agent were glucose 10 g/L, tartaric acid 2 g/L, ethanol 100 ml/L.pH value was adjusted to 11～13 by adding 10 g/L sodium hydroxide solution, the temperature was 20～30 ℃, and the reaction time was 3 min.…”
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Lithium-ion battery state of health estimation using intelligent methods by Hemavathi S

“…A key approach to assessing battery health is monitoring the internal impedance and capacity over the battery's lifetime, which provides insight into the State of Health (SOH) and indicates whether the battery has reached its End of Life (EOL). This study proposes an intelligent SOH estimation algorithm utilizing Feed-forward and Recurrent Neural Networks, trained with the Levenberg-Marquardt function, to predict battery SOH under various aging conditions. …”
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Influence of rhizosphere priming effects on accumulation and decomposition of soil organic carbon by MO Chaoyang, ZHANG Xinlin, YANG Jingping

“…Hence, RPE may directly function on the light fraction organic carbon. This study provides the theoretical basis for controlling the RPE intensity reasonably and reducing global CO₂ fluxes.…”
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Social Work as Laboratory for Normative Professionalisation by Harry Kunnemann

“…This shift has far-reaching consequences for the organization of the work itself. …”
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A Novel Design and Implementation of a Surface Sediment Sampling Robot by Luis Gonzalo Gallegos Vicente, Jymmy Alexander Gonzales Cordova, Jorge Leonardo Huarca Quispe, Juan Carlos Cutipa Luque, Juan Pablo Julca Avila

“…The robot’s primary function is to enhance traditional sampling techniques and ensure precise data for environmental assessment. …”
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Differentiation and histological analysis of primary human bronchial epithelial cells cultured on transwell membranes using air-liquid interface culture by Asha Ashraf, Erica D. Bruce

“…The method begins with expansion of early-passage NHBECs under submerged conditions, followed by seeding on collagen-coated Transwell inserts. Upon reaching confluence, cells are transitioned to ALI conditions using PneumaCult™-ALI maintenance medium for 21–28 days, promoting mucociliary differentiation. …”
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The difficult discussion on the deactivation of implantable cardioverter devices at the end of life: a systematic review by Siobhan C. Murray, Claire McNamara, Anna V. Chatzi

“…Complex care requires facilitation by multidisciplinary teams and education around the device's function regarding EOL issues. Establishing expert consensus statements on advance care planning might help define the distinct roles of each healthcare practitioner involved. …”
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