Reinforcement Learning Agent for Multi-Objective Online Process Parameter Optimization of Manufacturing Processes by Akshay Paranjape, Nahid Quader, Lars Uhlmann, Benjamin Berkels, Dominik Wolfschläger, Robert H. Schmitt, Thomas Bergs

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Investigating uncertainty and parameter sensitivity in bedform analysis by using a Monte Carlo approach by J. Reich, A. Winterscheid

“…However, most of these tools require the setting of various input parameters, for which specific values have to be selected. …”
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Effects of different microfracture drilling parameters on bone quality: a finite element analysis by Jiayi Luo, Jiayi Luo, Zihao Zou, Qiang Zou, Qiang Zou, Siwei Luo, Jialin He, Chuan Ye, Chuan Ye

“…When smaller diameter drilling tools with closer spacing were used, the average maximum Von Mises stress and the average Von Mises stress on the holes were the lowest.ConclusionAlthough the optimal combination of drilling parameters was not determined, this study provides a mechanical reference for the effects of drilling parameters on bone quality. …”
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Distribution characteristics and value range of numerical simulation mechanical parameters in coal seam mining by Nan WANG, Yang LI, Gustavo André PANEIRO, Xinghai LEI, Xiaoming SHI, Yihang LI, Yutong CUI, Haotian LIU, Jinlong CAO, Tieji WANG

“…It aims to provide more scientific reference bases and convenient tools and methods for determining mechanical parameters in numerical simulation studies of coal-bearing strata.…”
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Investigation and Process Parameter Optimization on Wire Electric Discharge Machining of Aluminium 6082 Alloy by G. Murali, M. Murugan, K. Arunkumar, P. V. Elumalai, D. Mohanraj, S. Prabhakar

“…Wire electrical discharge machining (WEDM) is an unconventional machining process that is being extensively used in the aerospace,medical devices, die, tooling, and automotive industries for machining high-hardness materials with conductivity. …”
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Analysis of Chemical Process Response to the Deviation of Single and Multiple Input Parameters by Nonlinear Measures by Juraj Myšiak, Juraj Labovský, Ludovít Jelemenský

“…This paper presents evaluation methods of nonlinearity indicators in chemical processes during HAZOP study based on the time response to the deviation of single or multiple parameters calculated by Aspen Plus Dynamics v14. and Matlab tools.…”
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Genetic Polymorphisms and Forensic Parameters of Thirteen X-Chromosome Markers in the Iraqi Kurdish Population by Ara K. Mohammad, Bahez Ismael, Khanzad Ahmed Ali, Balnd M. Albarzinji

“…X-chromosome short tandem repeat (X-STR) tools are crucial in forensic genetics and human population fields. …”
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Theoretical and Experimental Study of the Effects of Impact Drilling Parameters on the Properties of Surrounding Rock Damage by Zhi Liu, Wanrong Wu, Qianhua Hao, Peng Sun, Yuangen Ding

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Inverse Design of Plasmonic Nanostructures Using Machine Learning for Optimized Prediction of Physical Parameters by Luana S. P. Maia, Darlan A. Barroso, Aêdo B. Silveira, Waleska F. Oliveira, André Galembeck, Carlos Alexandre R. Fernandes, Dayse G. C. Bandeira, Benoit Cluzel, Auzuir R. Alexandria, Glendo F. Guimarães

“…The results indicate that machine learning models are promising tools for optimizing the design and characterization of plasmonic nanostructures, thus reducing the need for costly experimental techniques.…”
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Assessing Plantar Pressure Distribution and Time Parameters Following Total Ankle Replacement Surgery by Ryan Khan BA, MSc, Mansur Halai BSc (Hons), MBChB, MRCA, MRCS, FRCS, Timothy R. Daniels MD, FRCSC, Shahin Kayum MD, Ellie Pinsker PhD

“…The parameters in each region were compared between pre and post-surgery. …”
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A Deep Learning Framework for Parameter Estimation in 1D Marine Ecosystem Model by Ao Li, Kewei Zhao, Weiwei Fang, Chan Shu, Runjie Zhou, Qiuyi Li, Xiaolong Huang, Xiaohong Lei, Menghan Xu, Haoyu Jiang, Lin Mu

“…Accurate marine biogeochemical numerical models are essential tools for understanding and predicting the complex dynamics of these systems. …”
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Identification of critical process parameters and quality attributes for bioreactor-based expansion of human MSCs by Laura Herbst, Bastian Nießing, Robert H. Schmitt, Robert H. Schmitt

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Prediction Method for Anisotropy and Fracture Parameters of Reservoirs with Vertical Fractures Based on Acoustic Logging by MENG Jikun, QI Qiaomu, LI Linxin, LI Xiaobin, ZHENG Qinren

“…Based on the linear slip theory, this paper deduces the anisotropic parameters (γ, ε, δ) of the fracture medium and the analytical expressions of the fracture parameters. …”
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Synthesis of a parametrically invariant servo drive using the model parameters recovery method by N. A. Malev

“…Servo drives find application in robotic and mechatronic systems, machine tools, systems of automatic control and remote transmission of information, radar stations, guidance units, etc. …”
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Correlation between computed tomography findings and liver function parameters in chronic liver disease by Moeen ud din Khan Khalil, Syed Kazim Shah Bukhari, Syed Murtaza Shah Bukhari, Mian Zia Shah, Mian Raza Shah

“…Non-invasive assessment tools are crucial for the early detection and management of these complications of CLD. …”
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Frequency experimental identification approach for single-phase induction motor common-mode parameters by Y. Hakmi, H. Miloudi, M. Miloudi, A. Gourbi, M. H. Bermaki

“…TF has been tuned using an asymptotic identification method of Bode to match the behavior of the real impedances of the motor parameters as a function of the frequency in the CM configuration. …”
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Critical technical parameters of large-diameter multi-stage casing drilling for mine rescue by Chao XU, Ningping YAO, Lei JIANG, Hongjie TIAN, Zhi LIU, Ning ZHU

“…Furthermore, this study investigated the critical drilling parameters, aiming to provide a basis for the function development and parameter formulation of rescue equipment. …”
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THE STAGES OF THE PRACTIC STATE REGULATION OF AGRICULTURAL PRODUCTION by I. Papakhchyan

“…Shows the limits of state rule regulation with legal, budgetary, tax, social, environmental parameters. It is noted that the regulation involving the state is divided into direct and indirect or economic and administrative tools. …”
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APPLICATION OF THE SPECTRUM ANALYSIS WITH USING BERG METHOD TO DEVELOPED SPECIAL SOFTWARE TOOLS FOR OPTICAL VIBRATION DIAGNOSTICS SYSTEM by E. O. Zaitsev, V. E. Sydorchuk, A. N. Shpilka

“…A result of work special software tools was complex spectrum obtained «purified» from non-informative parameters. …”
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The possibility of detecting non-x-ray fragments in the body of the wounded by the contact method by Oleksandr Salenko, Yuriy Danylchenko, Viktor Cherniak, Vadym Orel, Valentyna Datsenko, Bohdan Salenko, Kostiantyn Karpenko

“…Typical solutions of this problem for various types of fragments and parameters of the contacting element itself are presented. …”
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