Search Results - "Data-driven algorithm"

StimFit—A Data‐Driven Algorithm for Automated Deep Brain Stimulation Programming by Roediger, Jan, Dembek, Till A., Wenzel, Gregor, Butenko, Konstantin, Kühn, Andrea A., Horn, Andreas

“…Background Finding the optimal deep brain stimulation (DBS) parameters from a multitude of possible combinations by trial and error is time consuming and…”
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Data-driven algorithm for real-time fatigue life prediction of structures with stochastic parameters by Feng, S.Z., Han, X., Ma, Z.J., Królczyk, Grzegorz, Li, Z.X.

“…Fatigue crack growth analysis using extended finite element method (XFEM) is an efficient way to predict the residual life of structures; however, when the…”
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A data‐driven algorithm to determine 1H‐MRS basis set composition by Davies‐Jenkins, Christopher W., Zöllner, Helge J., Simicic, Dunja, Alcicek, Seyma, Edden, Richard A. E., Oeltzschner, Georg

“…Purpose Metabolite amplitude estimates derived from linear combination modeling of MR spectra depend on the precise list of constituent metabolite basis…”
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A data‐driven algorithm to determine 1 H ‐ MRS basis set composition by Davies‐Jenkins, Christopher W., Zöllner, Helge J., Simicic, Dunja, Alcicek, Seyma, Edden, Richard A. E., Oeltzschner, Georg

“…Metabolite amplitude estimates derived from linear combination modeling of MR spectra depend on the precise list of constituent metabolite basis functions used…”
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Experimental data - driven algorithm to predict muckpile characteristics in jointed overburden bench using unmanned aerial vehicle and AI tools by Chandrahas, N. Sri, Fissha, Yewuhalashet, Choudhary, Bhanwar Singh, Olamide Taiwo, Blessing, Venkataramayya, M. S., Adachi, Tsuyoshi

“…In the current investigation, an intriguing method called Firefly-XGBoost was put up to predict and integrate blast muck-pile results notably drop, throw, and…”
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A Novel Online Data-Driven Algorithm for Detecting UAV Navigation Sensor Faults by Sun, Rui, Cheng, Qi, Wang, Guanyu, Ochieng, Washington

“…The use of Unmanned Aerial Vehicles (UAVs) has increased significantly in recent years. On-board integrated navigation sensors are a key component of UAVs’…”
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Data‐driven algorithm for myelin water imaging: Probing subvoxel compartmentation based on identification of spatially global tissue features by Omer, Noam, Galun, Meirav, Stern, Neta, Blumenfeld‐Katzir, Tamar, Ben‐Eliezer, Noam

“…Purpose Multicomponent analysis of MRI T2 relaxation time (mcT2) is commonly used for estimating myelin content by separating the signal at each voxel into its…”
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A physics-informed data-driven algorithm for ensemble forecast of complex turbulent systems by Chen, Nan, Qi, Di

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Data-driven algorithm for temperature predictions and corrections from low-resolution thermal images at fire scenes by Dong, Yichuan, Jiang, Jian, Chen, Wei, Ye, Jihong

“…An accurate and efficient temperature measurement at fire scenes is crucial for structural safety predictions and fire emergency responses. The application of…”
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External validation of a data‐driven algorithm for muscular activity identification during sleep by Cesari, Matteo, Christensen, Julie A. E., Sorensen, Helge B. D., Jennum, Poul, Mollenhauer, Brit, Muntean, Maria‐Lucia, Trenkwalder, Claudia, Sixel‐Döring, Friederike

“… biased. This work aims to validate our data‐driven algorithm for muscular activity detection during sleep, originally developed based on data recorded and manually scored at the Danish Center for Sleep Medicine…”
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A Quality-Related Fault Detection Method Based on the Dynamic Data-Driven Algorithm for Industrial Systems by Sun, Cheng-Yuan, Yin, Yi-Zhen, Kang, Hao-Bo, Ma, Hong-Jun

“…For nearly a decade, quality-related fault detection algorithms have been widely used in industrial systems. However, the majority of these detection…”
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A data-driven algorithm for solving image despeckling PDE model using physics-informed ConvNet by Kumar, Haridarshan, Kumar, Sanjeev

“…In this study, we propose a new data-driven algorithm for the Perona-Malik image despeckling problem…”
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A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines by Subramaniyan, Mukund, Skoogh, Anders, Salomonsson, Hans, Bangalore, Pramod, Bokrantz, Jon

“…[Display omitted] •Proposes a MES based data-driven algorithm to predict throughput bottlenecks…”
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State of Charge Estimation by Joint Approach With Model-Based and Data-Driven Algorithm for Lithium-Ion Battery by Shi, Qin, Jiang, Zhengxin, Wang, Zhi, Shao, Xingguo, He, Lin

“… Many researchers have focused on model-based or data-driven algorithms alone, but comparatively few of them use a joint approach with the two types of algorithms…”
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A Data-Driven Algorithm to Redefine the U.S. Rural Landscape: Affinity Propagation as a Mixed-Data/Mixed-Method Tool by Heumann, Benjamin W., Graziano, Marcello, Fiaschetti, Maurizio

“…This study demonstrates the application of affinity propagation as a data-driven approach to identifying and mapping typologies of place along the urban-rural…”
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A Data-Driven Algorithm for Enabling Delay Tolerance in Resilient Microgrid Controls Using Dynamic Mode Decomposition by Kandaperumal, Gowtham, Schneider, Kevin P., Srivastava, Anurag K.

“…The increased implementation of smart grid technologies in the power distribution grid presents unique opportunities that enable resiliency, but also brings…”
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Subsurface Topographic Modeling Using Geospatial and Data Driven Algorithm by Abbaszadeh Shahri, Abbas, Kheiri, Ali, Hamzeh, Aliakbar

“…Infrastructures play an important role in urbanization and economic activities but are vulnerable. Due to unavailability of accurate subsurface infrastructure…”
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Greedy search based data-driven algorithm of centralized thermoelectric generation system under non-uniform temperature distribution by Zhang, Xiaoshun, Tan, Tian, Yang, Bo, Wang, Jingbo, Li, Shengnan, He, Tingyi, Yang, Lei, Yu, Tao, Sun, Liming

“…[Display omitted] •A maximum power point tracking of thermoelectric generation system is constructed.•The power output feature is analyzed under non-uniform…”
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Data-driven algorithm based on the scaled boundary finite element method and deep learning for the identification of multiple cracks in massive structures by Jiang, Shouyan, Deng, Wangtao, Ooi, Ean Tat, Sun, Liguo, Du, Chengbin

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Stochastic power spectra models for typhoon and non-typhoon winds: A data-driven algorithm by Liu, Zihang, Fang, Genshen, Hu, Xiaonong, Xu, Kun, Zhao, Lin, Ge, Yaojun

“…The shape of power spectra both for typhoon and non-typhoon winds directly affect the response level of the structure. The conventional deterministic spectrum…”
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