CAMP: Counterexamples, Abstraction, MDPs, and Policy Refinement for Enhancing Safety, Stability, and Rewards in Reinforcement Learning by Ryeonggu Kwon, Gihwon Kwon

“…The proposed method enhances computational efficiency in complex state spaces through state abstraction and strengthens policy safety by employing the PRISM model checker to quantitatively analyze transitions to failure states. …”
Get full text

PECULIARITIES OF SPLITTING THE POLE OF COGNITIVE STYLES IN YOUNGER AGE by S. Dyupina

“…Mobile and fixed self-contained ones the greatest efficiency in terms of the time of finding a simple figure in a complex one are showed.…”
Get full text

Research on bearing fault feature transfer diagnosis based on balanced distribution adaptation under feature fusion by Lulu Wang, Yongqi Li, Chunyi Zhang, Ralph Gerard Sangalang

“…Firstly, time-domain features of the bearing signals are extracted to comprehensively reflect the operational state of the bearings. Principal Component Analysis (PCA) is then utilized to reduce the dimensionality of the high-dimensional features, preserving the main information while reducing computational complexity. …”
Get full text

Spatio-temporal data fusion techniques for modeling digital twin City by Yuejin Li, Shengpeng Chen, Kai Hwang, Xiaoqiang Ji, Zhen Lei, Yi Zhu, Feng Ye, Mengjun Liu

“…The two distinct advantages in using this data fusion system are: 1) The proposed Bert+PtrNet+ESIM-based address mapping method associates the urban elements information to their corresponding geographic entities with 99.3% F1-Score on real-world dataset. 2) The Wuhan spatio-temporal data center operation illustrates the capability of our framework for complex urban governance, which significantly improves the efficiency of urban management and services. …”
Get full text

Multidisciplinary Collaborative Reliability Analysis of the Gear Reducer based on Inverse Reliability Strategy by Wang Liangliang, Peng Jinshuan, Shao Yiming

“…Examples of speed reducer prove the efficiency and precision of the proposed method.What is more,this advantage in the design of large- scale complex engineering systems will be better reflected.…”
Get full text

Simulation of subnanosecond radio pulse electro-optical repeater by A. V. Shiltsin, M. S. Kostin

“…It was found that an electro-optical repeater with 8 delay lines is able to recover a complex pulse reflected from a target in 30 iterations with a correlation coefficient greater than 0.9 between the reference and reconstructed pulses at a signal-to-noise ratio of at least 9 dB.…”
Get full text

THE FORMATION OF PROFESSIONAL COMPETENCE OF THE TEACHER OF PRESCHOOL EDUCATION IN THE SYSTEM OF ADDITIONAL EDUCATION by Galiya H. Vakhitova

“…Such research works will help to provide the maximum achievement of a purpose of preschool pedagogics – complex development of intellectual, spiritually-moral, creative and physical potential of children.…”
Get full text

Patient characteristics and hospitalisation costs of spinal muscular atrophy in Spain: a retrospective multicentre database analysis by Josep Darbà, Alicia Marsà

“…The average annual cost per admission was €6274, with large variations likely to reflect disease complexity and that increases with length of stay.Conclusions The rarity of the disease difficulties the study of demographics and management; yet, an analysis of patient characteristics provides necessary information that can be used by governments to establish more efficient healthcare protocols. …”
Get full text

AI in Marketing Management: Executive Perspectives from Companies

“…The findings reveal that effort expectancy and facilitating conditions are critical drivers of AI adoption. AI aversion, reflecting concerns about distrust, complexity, and ethical risks, emerges as a significant barrier, particularly for CEOs of smaller firms, where its impact is notably stronger. …”
Get full text

Effects of startle on cognitive performance and physiological activity revealed by fNIRS and thermal imaging by Flora Schwartz, Jonathan Deniel, Mickaël Causse

“…These results underscore the complexity of startle-induced cognitive and physiological dynamics, which may have implications for occupational settings where managing sudden stressors is crucial.…”
Get full text

Revolutionizing Oil Production State Diagnosis With Digital Twin and Deep Learning Fusion Technology by Shuangshuang Ren, Xiangyang Zhang, Fei Shen, Longpeng Zhu, Jun Li, Dongliang Liang, Yuanhong Liu

“…Furthermore, the improved neural network optimizes the performance of the digital twin model by mitigating the impact of complex production processes, enhancing diagnostic accuracy and efficiency. …”
Get full text

Home Occupant Archetypes by Marco Antonio ORTIZ SANCHEZ

“…A mixed-methods human-centered design approach was developed for which four steps were required to answer the main research question, reflecting also the four parts of this dissertation. 1. …”
Get full text

Cellular network based multistatic integrated sensing and communication systems by Zixiang Han, Haiyu Ding, Lincong Han, Liang Ma, Xiaozhou Zhang, Mengting Lou, Yajuan Wang, Jing Jin, Qixing Wang, Guangyi Liu, Jiangzhou Wang

“…This system is important since the deployment of sensing function can be achieved upon the mobile communication network at low complexity and cost without modifying the architecture of BSs for full duplexing. …”
Get full text

Microscopic Pore–Throat Architecture and Fractal Heterogeneity in Tight Sandstone Reservoirs: Insights from the Denglouku Formation, Xujiaweizi Fault Depression by Zeqiang Wang, Yunfeng Zhang, Yilin Li, Xuntao Yu, Jiapeng Yuan, Botao Huang

“…The pore–throat structure in the study area exhibited typical three-segment fractal characteristics, reflecting the complexity and multi-scale heterogeneity of the reservoir’s pore–throat system. …”
Get full text

A Machine Learning-Based Method for Lithology Identification of Outcrops Using TLS-Derived Spectral and Geometric Features by Yanlin Shao, Peijin Li, Ran Jing, Yaxiong Shao, Lang Liu, Kunpeng Zhao, Binqing Gan, Xiaolei Duan, Longfan Li

“…Lithological identification of outcrops in complex geological settings plays a crucial role in hydrocarbon exploration and geological modeling. …”
Get full text

Mobile Robot Path Planning Based on Fused Multi-Strategy White Shark Optimisation Algorithm by Dazhang You, Junjie Yu, Zhiyuan Jia, Yepeng Zhang, Zhiyuan Yang

“…Addressing the limitations of existing path planning algorithms for mobile robots in complex environments, such as poor adaptability, low convergence efficiency, and poor path quality, this study establishes a clear connection between mobile robots and real-world challenges such as unknown environments, dynamic obstacle avoidance, and smooth motion through innovative strategies. …”
Get full text

ELECTROMYOGRAPHY AS A METHOD FOR ASSESSING THE EFFECTIVENESS OF ORTHOPEDIC TREATMENT OF PATHOLOGICAL ABRASION OF HARD TISSUES OF TEETH by G.M. Balia, I.M. Tkachenko, D.M. Korol, V.M. Dvornyk

“…The EMG data of the research groups before treatment showed a different degree of the rhythm of chewing movements, a clear alternation of the phases of activity and rest, uneven inclusion of motor units in the contraction process compared to healthy patients, the habitual side of chewing was determined, as a result of which an extension of chewing time, a decrease in its rhythm and chewing efficiency. Thirty days after the appropriate treatment, the electromyographic study showed morphological and functional changes in the maxillofacial apparatus of the patients of the experimental groups, which were reflected in the quantitative indicators of the EMG of the masticatory muscles. …”
Get full text

The impact of Parkinson’s Disease on interlimb coordination: a scoping review of gait adaptability by Morteza Farivar, Boglarka S. Huddleston, Adam C. King, Adam C. King

“…IntroductionInterlimb coordination, the synchronization of movements between limbs, is essential for efficient and stable human movement. Disruptions in coordination contribute to gait dysfunction, a common challenge for individuals with Parkinson’s disease (PD). …”
Get full text

RepVGG-MEM: A Lightweight Model for Garbage Classification Achieving a Balance Between Accuracy and Speed by Qiuxin Si, Sang Ik Han

“…Furthermore, the model’s redundancy is minimized through pruning techniques, which significantly reduce both complexity and computational overhead. The optimal pruned version of the model is designated as RepVGG-MEM5. …”
Get full text

Study on the characteristics and mechanism of inert powder inhibition of gas/coal dust compound explosion by Wentao JI, Guotao ZHANG, Shuaishuai YANG, Zihui XU, Wenzhe MAO, Yan WANG

“…And the inhibition efficiency and mechanism of the two inert powders on gas/coal dust composite explosions are reflected comprehensively. …”
Get full text