Design of machine learning-based controllers for speed control of PMSM drive by Ashly Mary Tom, J. L. Febin Daya

“…The ML-based regression techniques like linear regression (LR), support vector machine regression (SVM), feedforward neural network (NN) and advanced NN like Long Short-Term Memory network (LSTM) are explored here in detail. This paper aims to develop an improved vector controller based on machine learning, and to investigate ML algorithms which are not yet been explored for the current control of a PMSM drive. …”
Get full text

A Hybrid Scheme for Fuzzy Dark Matter Simulations Combining the Schrödinger and Hamilton–Jacobi–Madelung Equations by Alexander Kunkel, Hei Yin Jowett Chan, Hsi-Yu Schive, Hsinhao Huang, Pin-Yu Liao

Get full text

Numerical modeling and experimental estimates of structural member fatigue characteristics by Yu. P. Man’shin, E. Yu. Man’shina

“…Introduction. In the algorithm for predicting the resource of machine parts, models of external actions, fracture resistance, and temporal development of a particular type of damage to these units interact. …”
Get full text

Carbon market and emission reduction: evidence from evolutionary game and machine learning by Keyang Zhan, Zhengning Pu

“…Abstract The carbon market is a key tool for China to meet its emission reduction targets, but it is still in the early stages of development. More evidence is needed to assess its effectiveness in reducing carbon emissions. …”
Get full text

A personalized query method for spatial keywords in indoor environments by Liping Zhang, Chunhong Li, Song Li

“…Abstract With the rapid development of indoor Location Based Services (LBS), a growing volume of textual data is being generated in indoor environments. …”
Get full text

Advancements in Underwater Optical Wireless Communication: Channel Modeling, PAPR Reduction, and Simulations With OFDM by Liwei Yang, Zeyang Bi, Xue Liang, Lihao Zhao, Jiade Zhang, Jingyi Peng

“…We developed and validated a novel PTS-Clipping technique that effectively reduces PAPR by up to 15%, outperforming traditional methods and maintaining system efficiency. …”
Get full text

CREATIVE CORE WITHIN THE SCIENTIFIC RESEARCH OF EDUCATIONAL PROBLEMS by Vladimir I. Zagvyazinsky, Alfia F. Zakirova

“…The aim of the study is to reveal theoretical and practical issues of empirical-research activity at the stages of conceptual problem understanding of pedagogical research, ideas promotion, development of the conception of their practical implementation and formation of scientifically grounded constructive hypotheses. …”
Get full text

Research on overcurrent protection curve model and control of solid state power controller by Zhijun Jiang, Junming Zhang, Yufang Lu, Jianjun Zhang

“…In this paper, proposes an innovative “heat accumulation” inverse time overcurrent protection algorithm of considering the influence of initial environmental temperature and load line heat dissipation, and the theoretical derivation process of the algorithm is given. …”
Get full text

Entrepreneurial Coenosis in View of Evolutionary Approach by A. N. Kuzminov, V. M. Dzukha, I. G. Paliy

“…On the basis of achievements of the theory of systematic, evolution and techno-coenosis the authors provide theoretical and methodological substantiation of using the idea of entrepreneurial coenosis as a new form of the development of complex economic systems. …”
Get full text

A Scalable Genetic Programming Approach to Integrate miRNA-Target Predictions: Comparing Different Parallel Implementations of M3GP by Stefano Beretta, Mauro Castelli, Luis Muñoz, Leonardo Trujillo, Yuliana Martínez, Aleš Popovič, Luciano Milanesi, Ivan Merelli

“…Although several computational methods have been developed for predicting the interactions between miRNA and target genes, there are substantial differences in the results achieved since most algorithms provide a large number of false positives. …”
Get full text

Investigating the truncated fractional telegraph equation in engineering: Solitary wave solutions, chaotic and sensitivity analysis by Usman Younas, Jan Muhammad, Muhammad Amin S. Murad, D.K. Almutairi, Aziz Khan, Thabet Abdeljawad

“…Furthermore, two recently developed integration tools known as the generalized Arnous approach and modified F-expansion method have been adopted for analyzing the studied model. …”
Get full text

Integrative analysis of bulk and single-cell transcriptomic data reveals novel insights into lipid metabolism and prognostic factors in hepatocellular carcinoma by Feiyu Qi, Guiming Zha, Yanfang Zhang, Sihua Liu, Yuhang Yang, Wanliang Sun, Dongdong Wang, Zhong Liu, Zheng Lu, Dengyong Zhang

“…Genes associated with lipid metabolism in liver cells were identified, and a machine-learning model was developed using the bulk transcriptomic data randomly partitioned into training and validation sets. …”
Get full text

EPIGENETIC REGULATION OF GENE EXPRESSION IN HEAD AND NECK SQUAMOUS CELL CARCINOMA: THERAPEUTIC PERSPECTIVES by R. B. Samsonov, Z. A. Radzhabova, Yu. V. Cheburkin, V. A. Klyuge, E. V. Tkachenko, A. V. Malek

“…Available epidemiological data suggests the obvious need for fundamental studies devoted to HNT pathogenesis as well as for development of novel meth ods of pathogenetic therapy. …”
Get full text

Preliminary analysis of wave retrieval from Chinese Gaofen-3 SAR imagery in the Arctic Ocean by Wei-Zeng Shao, Chi Zhao, Xing-Wei Jiang, Wei-Li Wang, Wei Shen, Jun-Cheng Zuo

“…Although the analysis concludes that GF-3 SAR has the capability for wave monitoring in Arctic Ocean due to the high spatial resolution of SAR-derived wave spectra, an optimal wave retrieval algorithm needs to be developed for improving the retrieval accuracy.…”
Get full text

Research on Recognition of Green Sichuan Pepper Clusters and Cutting-Point Localization in Complex Environments by Qi Niu, Wenjun Ma, Rongxiang Diao, Wei Yu, Chunlei Wang, Hui Li, Lihong Wang, Chengsong Li, Pei Wang

“…A K-means++-based cluster separation algorithm (K = 1~10, optimized via the elbow method) was developed and was combined with OpenCV to iteratively solve the minimum circumscribed triangle vertices. …”
Get full text

On the Convergence of Normal and Curvature Calculations with the Height Function Method for Two-Phase Flow by Antonio Cervone, Sandro Manservisi, Jieyun Pan, Ruben Scardovelli, Stéphane Zaleski

“…The numerical results obtained with analytical curves agree with the theoretical development presented in this study.…”
Get full text

Experimental observation of the critical conditions and establishment of bifurcation set equation for chip flow angle catastrophe in transverse turning by Longjun Luo, Liangshan Xiong, Shaonan Zhang, Baoyi Zhu, Hongliang Yang

“…This research provides valuable insights for the development of energy-saving applications in CFA catastrophe.…”
Get full text

Poisson random measure noise-induced coherence in epidemiological priors informed deep neural networks to identify the intensity of virus dynamics by Saima Rashid, Ayesha Siddiqa, Fekadu Tesgera Agama, Nazeran Idrees, Mohammed Shaaf Alharthi

“…The study depends on two functional scenarios to quantitatively clarify the theoretical results. An adapted dataset is generated employing the Adam algorithm to minimize the mean square error (MSE) by setting its data effectiveness to 81% for training, 9% for testing, and 10% for validation. …”
Get full text

La Teoría del andamiaje como herramienta de construcción del pensamiento matemático by Cesar Orlando Vargas Mantilla, Sonia Maritza Mendoza Lizcano, Wlamyr Palacios Alvarado

“…The research was developed under a quantitative approach, at the descriptive research level and with a quasi-experimental design, with a cross-sectional or transversal methodology that consisted of four phases, the initial one that was the selection of the study group, the execution of the study that was carried out through surveys and structured interviews; a third phase that focused on the analysis of the results obtained and a final phase, where the respective results were generated. …”
Get full text

Vegetation Greening Promoted the Precipitation Recycling Process in Xinjiang by Xuewei Li, Xingming Hao, Sen Zhang, Guanyu Hou, Jingjing Zhang, Xue Fan, Zhuoyi Zhao

“…This study can provide favorable theoretical support for mitigating the contradiction in water use and balancing economic development and ecological security by quantifying the regulation of precipitation by vegetation.…”
Get full text