Self-synchronization and Automatic Balancing in Rotor Dynamics by Lutz Sperling, Falk Merten, Henner Duckstein

“…Synchronous elimination as one of the possible methods of cancelling any harmful vibration resulting from the unbalance of rotary machines is considered. …”
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The impact of passive ultrasonic irrigation on the bond strength of two different self-etch adhesives to human pulp chamber dentine: a laboratory investigation by Mohammed Turky, Jukka Matinlinna, Monika Lukomska-Szymanska, Venkateshbabu Nagendrababu, Paul M. H. Dummer, Ahmad Abdel Hamid Elheeny, Nermin Alsayed Mahmoud

“…Statistical analysis was conducted using one-way ANOVA and Tukey’s post hoc tests to compare irrigation regimens for each adhesive technique independently, while failure modes of each adhesive system were represented as the frequency for each irrigation method. The significance level was set at 5%, with a confidence interval (CI) of 95%. …”
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Suppressing Milling Chatter of Thin-Walled Parts by Eddy Current Dampers by Junming Hou, Baosheng Wang, Hongyan Hao

“…One effective method to mitigate these vibrations is by using a damper, which can enhance machining accuracy, surface finish, and tool life. …”
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Improvement of electrospark deposition technology of steel units for drilling rigs and mining equipment by D. N. Korotaev, E. V. Ivanova

“…Tribological tests were carried out on a 2070-СМТ-1 standard friction machine according to the “disk-shoe” scheme.Results. …”
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Electrical and viscoelastic parameters of erythrocytes as predictors of exacerbation in inflammatory bowel diseases by M. V. Kruchinina, I. O. Svetlova, A. V. Azgaldyan, A. A. Gromov, V. M. Generalov, I. N. Yakovina, A. A. Shestov

“…Statistical processing was carried out using a system of machine learning methods – Random Forest, MATLAB (R2019a, MathWorks). …”
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A deep neural network framework for estimating coastal salinity from SMAP brightness temperature data by Yidi Wei, Qing Xu, Qing Xu, Xiaobin Yin, Xiaobin Yin, Yan Li, Yan Li, Kaiguo Fan

“…Despite advancements in satellite-based radiometry such as NASA’s Soil Moisture Active Passive (SMAP), significant challenges persist in coastal SSS retrieval due to radio frequency interference (RFI), land-sea contamination, and complex interactions of nearshore dynamic processes.MethodThis study proposes a deep neural network (DNN) framework that integrates SMAP L-band brightness temperature data with ancillary oceanographic and geographic parameters such as sea surface temperature, the shortest distance to the coastline (dis) to enhance SSS estimation accuracy in the Yellow and East China Seas. …”
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Root Crack Identification of Sun Gear in Planetary Gear System Combining Fault Dynamics with VMD Algorithm by Hongwei Fan, Yiqing Yang, Hongwei Ma, Xuhui Zhang, Xiang Wan, Xiangang Cao, Qinghua Mao, Chao Zhang, Qi Liu

“…A Variational Mode Decomposition (VMD) algorithm for the vibration frequency extraction is proposed. The measured vibration signals are decomposed into the sparse Intrinsic Mode Functions (IMFs) by the VMD, and then the IMFs are further analyzed by the spectral method to accurately extract the crack-induced frequency components. …”
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PILOT STUDIES OF PROCESS OF VIBROACOUSTIC DYNAMICS AT LOCAL HARDENING OF DETAILS A SHARIKO-ROD UPROCHNITEL by S. A. Morozov, A. N. Chukarin

“…The purpose of researches which results are given in this article consisted in studying of regularities of spectral structure of noise and vibrations when processing ShSU of details with various ways of fixing. Method. In the course of pilot studies the known methods of measurement and processing of experimental data in relation to acoustic and vibration characteristics were used. …”
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Anisotropic flexible stress sensors based on Loofah/CN/MWCNTs by 刘璐, 贾晓丽, 黄书童, 张景龙, 李守宝, 柯燎亮

“…Flexible stress sensors are key components for realizing intelligent perception of robots and autonomous human-machine interaction. In view of the urgent need for high-performance flexible stress sensors with high sensitivity, wide range, and short response time in the field of human-machine interaction, a flexible stress sensor with conductive anisotropy is proposed, which is made of natural porous loofah as the matrix material and carbon nanoparticles/multi-walled carbon nanotubes (CN/MWCNTs) multidimensional composite materials as conductive coatings. …”
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Predicting sleep quality with digital biomarkers and artificial neural networks by Hyolim Lee, Minsung Cho, Sang Won Lee, Sang Won Lee, Sungkyu Park

“…We analyzed seven days of preceding data to predict next-day WASO using various machine learning approaches including ARIMA, Random Forest, XGBoost, GRU, TCN, Transformers, and LSTM models.ResultsAmong HRV features, the low-frequency to high-frequency (LF/HF) ratio emerged as the strongest correlate with WASO, showing statistically significant differences between groups (Lower LF/HF: 7.5±2.0 min vs. …”
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In-flight Electrocardiography Monitoring in a Pilot During Cross Country Flight by William D. Kim, Sang-Wook Kim, Seong-Kyu Cho, Ju Hyeon Byeon, GunYoung Lee, WooSeok Hyun, JoungSoon Jang

“…Heart rate variability (HRV) can be evaluated from electrocardiography (ECG) signals during flight phases to assess the activation of the autonomic nervous system. Methods: In this study, continuous ECG activity was recorded of one pilot who flied as a pilot flying during a 4-hour long round trip using wearable ECG machine and was analyzed with MATLAB (R2020b ver. 9.9, The Mathworks Inc.). …”

Adaptive respiratory muscle trainer based on hybrid nanogenerator sensor and artificial intelligence by Ziao Xue, Puchuan Tan, Jiangtao Xue, Yuan Xi, Minghao Liu, Yang Zou, Qiang Zheng, Zhou Li, Yuxiang Wu

“…Existing respiratory muscle training methods rely on resistance that hinders breathing, and the resistance cannot be adjusted automatically. …”
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Substantiation of the Line for the Primary Processing of Industrial Hemp lnto Hemp of the Same Type Undirected by E. V. Novikov, I. N. Altukhova, A. V. Bezbabchenko

“…Levitsky and two shaking machines with a lower combed field at the rotation frequency of a disintegrator rotor of 1000 revolutions per minute, and a swing frequency of the shaking machine needle rollers of 230 revolutions per minute. …”
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Fusion of PSO-SVM and ICEEMDAN for high stability GNSS-MR sea level height estimation by Linghuo Jian, Xinpeng Wang, Haining Hao, Hong Wang, Longshan Yang

“…The method utilises the GNSS multipath interfering signal frequencies (signal-to-noise oscillation term) extracted by ICEEMDAN as input features to the PSO-SVM model to retrieve the sea level height. …”
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A hybrid model to overcome landslide inventory incompleteness issue for landslide susceptibility prediction by Jiayao Tan, Chi Yang, Yuzhou Wang, Hanxiang Xiong, Chuanming Ma

“…Our findings underscore the necessity of evaluating LII before applying statistical or machine learning methods in LSM.…”
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Ensuring the Vibration Reliability of Rotors Connected by Spline Joints by Verbovyi A., Neamtu C., Sieryk, M., Vashyst B., Pavlenko V., Simonovskiy V., Pavlenko, I.

“…The proposed approaches, based on the integrated application of CAE software and computational intelligent systems, allow for modal and harmonic analysis and implement virtual balancing with a significant reduction in preparation and machine time without loss of relative accuracy. In addition, the developed mathematical model of free and forced vibrations of rotor systems have been implemented in the program code operational files “Critical Frequencies of the Rotor” and “Forced Oscillations of the Rotor” of the computer algebra system MathCAD that allows improving the dynamic balancing procedure for evaluating primary imbalances. …”
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Proactive Detection and Mitigation Strategies for Advanced Persistent Threats by Raghav MITTAL, Ivan CVITIĆ, Dragan PERAKOVIĆ, Soosaimarian Peter RAJA

“…It highlights the ongoing challenges presented by APTs, particularly their adaptive and dynamic attack methods, and emphasises the need for continuous improvement in defensive strategies. …”
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Emerging Trends in AI-Based Soil Contamination Monitoring and Prevention by Cosmina-Mihaela Rosca, Adrian Stancu

“…The first study examines the distribution of articles over the years to assess researchers’ interest in soil health, and subsequently, the same analysis is conducted regarding artificial intelligence (AI) methods. Additionally, the productivity of authors, the distribution of articles by country, relevant publications, and the frequency of keywords are analyzed to identify areas of interest associated with soil health. …”
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Enhancing Acoustic Leak Detection with Data Augmentation: Overcoming Background Noise Challenges by Deniz Quick, Jens Denecke, Jürgen Schmidt

“…With this method, detection accuracies of over 95% with a false alarm rate under 2% can be achieved on a test dataset under the background noises of hydraulic machines in laboratory conditions.…”
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Using Anomaly Detection to Search for Technosignatures in Breakthrough Listen Observations by Snir Pardo, Dovi Poznanski, Steve Croft, Andrew P. V. Siemion, Matthew Lebofsky

“…We address this challenge by using a combination of simulations and machine learning methods for anomaly detection. We rank candidates by how unusual they are in frequency, and how persistent they are in time, by measuring the similarity between consecutive spectrograms of the same star. …”
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