Multi-objective trajectory planning for connected and autonomous vehicles in mixed traffic flow by Hui Li, Yunfei Ge, Yahui Guo, Yu Guan, Xu Zhang

“…Here, we design the state space, action space, and reward function, where the state space encompasses variables such as speed, relative speed, distance to the stop line, relative position, phase state, and remaining phase duration, and the action space outputs optimal acceleration and deceleration. …”
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Presenting the agility model of the organization in order to improve the productivity of human resources by Asie Mohmedi, Rashid Zolfaghari, Mahsa Gholam hossein zadeh

“…One of the parameters proposed to increase flexibility, speed of action, and quality; is organizational agility. …”
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Epidemiological study on road traffic accidents in Al-Najaf city during 2011 by Salam Jasim Mohammed

“…Deaths were not related to the number of RTA ( there is no relationship between deaths and the number of crashes but it depends on the severity of the crashes) and this need improving road safety legislations and putting them into action (speed limits, seatbelt laws, helmet laws) and education of people about the danger of speed and the importance of seatbelt wearing and proper and rapid hospital care. …”
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Mathematical model of controlled vane hydraulic shock absorber by S. V. Kozeletov, S. V. Saveliev

“…Method of calculation is proposed and theoretical studies are performed on influence of change of volume flow rate of working medium of shock absorber in MR throttle on forces of resistance to rotation on shaft of shock absorber blade.The results of theoretical research. 1) Results of theoretical studies of change of volume flow rate of working medium of controlled hydraulic blade shock absorber are presented. 2) An adequate mathematical model is obtained that is suitable for calculating the characteristics of controlled (adjustable) hydraulic vane shock absorbers, where magnetorheological fluid is used as the working medium of the shock absorber, as well as for selecting control action in the control system. Conclusion. The results of the study are intended for organizations and enterprises engaged in the development and production of heavy high-speed tracked vehicles.The results of the studies can be used to refine the methodology for estimating the smoothness of the heavy high-speed tracked vehicles.…”
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An Optimized Path Planning Method for Coastal Ships Based on Improved DDPG and DP by Yiquan Du, Xiuguo Zhang, Zhiying Cao, Shaobo Wang, Jiacheng Liang, Fengge Zhang, Jiawei Tang

“…Firstly, Long Short-Term Memory (LSTM) is used to improve the network structure of DDPG, which uses the historical state information to approximate the current environmental state information, so that the predicted action is more accurate. On the other hand, the traditional reward function of DDPG may lead to low learning efficiency and convergence speed of the model. …”
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Movement and distribution of particles in the tank of jet and agitation combined flotation machine by Tao WANG, Wei ZHOU, Zilei WANG, Shujie WANG, Lingling WANG, Liang LI

“…The uniformity of particle distribution does not increase with the increase of impeller stirring speed, but there is an optimal impeller working parameter. …”
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Energetics of Eco-Industry of Food Concentrates Production by Burdo O., Terzsiev S., Levtrynska Ju.

“…The hypostases are formulated and the possibilities of laminar and turbulent diffusion to heat transfer mechanisms are analyzed. Increasing of drying speed with barodiffusional flows involvement is demonstrated. …”
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Study on flame fractal characteristics of coal dust explosion at the decompression position of Hartmann tube by Zemiao Yang, Ke Gao, Yinhui Wang

“…The fractal dimension decreases with the increase of coal dust particle size. …”
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Modeling of process and operating modes for efficient selective disintegration in coriander seed grinding by N. V. Sterekhova, S. Y. Gonezhuk, Z. A. Meretukov, M. V. Shcherbakov

“…It allowed to implement both simple and complex multi-stage methods for analyzing virtually any type of product in automatic mode, while the user had the ability to independently compile them, adjusting both the speed of the indenter and the speed of loading the product. …”
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Beyond human-in-the-loop: Sensemaking between artificial intelligence and human intelligence collaboration by Xinyue Hao, Emrah Demir, Daniel Eyers

“…In contemporary operational environments, decision-making is increasingly shaped by the interaction between intuitive, fast-acting System 1 processes and slow, analytical System 2 reasoning. …”
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Effect of Adsorption of Metal Elements Ni and V on the Structure of Humin by Yin YU, Peng XIA, Yi ZHONG, Shitan NING, Ke WANG, Jianping CHENG

“…The dried samples (numbered as HM-Ni and HM-V) and the original humin sample (numbered HM) are analyzed by element analyzer, X-ray photoelectron spectroscopy (XPS) and solid-state nuclear magnetic resonance carbon spectroscopy (13C-NMR).RESULTSThe results show that the elemental composition of humin is mainly C and O. After the action of Ni and V metal solutions, the relative contents of O and S elements in humin decrease, and the relative contents of C and N elements increase. …”
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An Improved Reinforcement Learning Algorithm for Cooperative Behaviors of Mobile Robots by Yong Song, Yibin Li, Xiaoli Wang, Xin Ma, Jiuhong Ruan

“…Reinforcement learning algorithm for multirobot will become very slow when the number of robots is increasing resulting in an exponential increase of state space. …”
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Numerical simulation of respirable dust transport law in fully mechanized excavation face by Jianguo WANG, Bolan WANG, Min HAN

“…When the air flow field is far away from the tunneling surface and without the obstruction of the tunneling machine, the airflow field diffuses and the wind speed decreases, but a large number of particles still float in the roadway for a long time and are difficult to settle due to the small particle size of the exhaled dust.…”
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EDITORIAL by Ivan Čuk

“…The speed increase in pubescence and adolescence do not differ. …”
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Classification of road sections according to the degree of danger to the formation of a wear track by A. S. Aleksandrov, T. V. Semenova, D. Yu. Raskoshny

“…The intensification of the motorization of the Russian population has led to a significant increase in the number of passenger cars, which in many regions are supplied with studded tires for the winter period. …”
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Review of artificial intelligence-based applications for money laundering detection by Seyedmohammad Mousavian, Shah J Miah

“…., accuracy), data requirement, processing speed, and cost-effectiveness in detecting money laundering activities, find related gaps, and suggest possible courses of action. …”
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Dynamic Parameter Optimization and Experimental Study of Tuned Slab Damper on Metro Systems by Guang-Hui Xu

“…With the increase of axle weight and speed, the interaction between vehicles and the track becomes more and more intense, and the problem of wheel-rail dynamic action is more serious. …”
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Structural and Parametric Optimization of Steam Boiler Injection Regulators by G. T. Kulakov, N. V. Voyush

“…Thus, a significant increase in speed and accuracy is achieved when working out internal and external measured disturbances compared to a typical two-circuit system or an invariant automatic control system with an internal model, which makes it possible to recommend the proposed invariant cascade automatic control system for widespread implementation in the field of automation of thermal power processes.…”
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Applications of machine learning in acute care research by Ikechukwu Ohu, Paul Kummannoor Benny, Steven Rodrigues, Jestin N. Carlson

“…Among its advantages are its speed in decision making and the opportunity for rapid, actionable deduction from unstructured data with that increases with access to larger volumes of data. …”
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Scientific foundations of the movement of components of grain material with an artificially formed distribution of air velocity by С.П. Степаненко, Б.И. Котов, А.В. Спирин, В.Ю. Кучерук

“…The regularities of the weevil movement were theoretically investigated and established in the form of mathematical models of the dynamics of the movement of a solid particle in airflow, which differ from the known ones by taking into account the action of lateral forces, the concentration of the material, and the use of a power-law and an artificially formed exponential law of air distribution facilitated to increase the differences (splitting) trajectories of caryopses by 20 %. …”
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