Bayesian assessment of commonly used equivalent circuit models for corrosion analysis in electrochemical impedance spectroscopy by Runze Zhang, Debashish Sur, Kangming Li, Julia Witt, Robert Black, Alexander Whittingham, John R. Scully, Jason Hattrick-Simpers

“…This framework points to a pathway for expediting EIS acquisition by intelligently reducing low-frequency data collection and permitting on-the-fly EIS measurements.…”
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Development of an alkaliptosis-related lncRNA risk model and immunotherapy target analysis in lung adenocarcinoma by Xiang Xiong, Wen Liu, Chuan Yao

“…Principal Component Analysis (PCA) was performed to investigate the distribution of LUAD patients across high- and low-risk groups. …”
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Modelling of flood hazard using topographic wetness index in Yeh Ho Watershed, Bali, Indonesia by Adnyana I Made, Wiguna Putu Perdana Kusuma

“…The flood hazards are then classified as low, medium, and high hazard. The result shows that T, The low hazard class, has a distribution area of 9630.26 ha (58.3% of total hazard area), while the medium hazard class has an area of 4802.66 ha (29.1%), and the high hazard class has a distribution area of 2083.10 ha (12.6%). …”
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Model Perilaku Partisipasi Warga di Bank Sampah (Studi Kasus di Bantul, DIY) by Reni Dwi Astuti, Utaminingsih Linarti

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Digital Twin-Based Technical Research on Comprehensive Gear Fault Diagnosis and Structural Performance Evaluation by Qiang Zhang, Zhe Wu, Boshuo An, Ruitian Sun, Yanping Cui

“…However, the current gear operation is still faced with problems such as poor monitoring, a single detection index, and low data utilization, which lead to incomplete evaluation results. …”
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A linear tessellation model for the identification of "food desert": A case study of Shanghai, China. by Lu Wang, Yakun He, Zhonghai Yu, Hongrui Wang, Wenjuan Ye, Xin Li, Yingping Liu, Junxiao Zhang

“…Finally, the resident income conditions in different modes are fitted based on the housing price data and the spatial distribution of four "food desert" patterns are detected by the overlay analysis of food accessibility and resident income conditions. …”
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Two-Stage Robust Optimization Model for Fresh Cold Chain considering Carbon Emissions and Uncertainty by Deqiang Qu, Zhong Wu

“…In the TSRO model, enterprises are forced to choose a better distribution path when carbon tax increases, which not only helps enterprises save costs but also achieves low-carbon environmental benefits.…”
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Estimates of recent changes in snow storage in the river Northern Dvina basin from observations and modeling by V. V. Popova, D. V. Turkov, O. N. Nasonova

“…The variability of snow accumulation in the Northern Dvina River basin at the end of March 1980-2016 was studied using data on the snow water equivalent of (SWE) obtained from archives of the Russian Institute of HydroMeteorological Information-World Data Center (RIHMI-WCD) as well as calculated by models of the local heat and moisture exchange SWAP and SPONSOR using the WATCH reanalysis (WFDEI) as input data. …”
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Quantifying Future Annual Fluxes of Polychlorinated Dibenzo-P-Dioxin and Dibenzofuran Emissions from Sugarcane Burning in Indonesia via Grey Model by Lailatus Siami, Yu-Chun Wang, Lin-Chi Wang

“…Future studies should consider developing monthly emissions profiles to better account for local agricultural practices and seasonal conditions. The emission data generated in this study, which include both spatial and temporal distributions, are valuable for air quality modeling studies and can help assess the impact of current and future emissions on ambient air quality.…”
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Critical evaluation of feature importance assessment in FFNN-based models for predicting Kamlet-Taft parameters by Yoshiyasu Takefuji

“…A broader understanding of data distribution, statistical relationships, and significance testing through p-values is essential to rectify this. …”
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The Classical Model of Type-Token Systems Compared with Items from the Standardized Project Gutenberg Corpus by Martin Tunnicliffe, Gordon Hunter

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Geospatial modeling of pre-intervention nodule prevalence of Onchocerca volvulus in Ethiopia as an aid to onchocerciasis elimination. by Himal Shrestha, Karen McCulloch, Shannon M Hedtke, Warwick N Grant

“…<h4>Methodology/principle findings</h4>A Bayesian geostatistical model was fitted for retrospective pre-intervention nodule prevalence data collected from 916 unique sites and 35,077 people across Ethiopia. …”
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Quality Prediction and Control of Reducing Pipe Based on EOS-ELM-RPLS Mathematics Modeling Method by Dong Xiao, Jichun Wang, Huixin Tian

“…The inspection of inhomogeneous transverse and longitudinal wall thicknesses, which determines the quality of reducing pipe during the production of seamless steel reducing pipe, is lags and difficult to establish its mechanism model. Aiming at the problems, we proposed the quality prediction model of reducing pipe based on EOS-ELM-RPLS algorithm, which taking into account the production characteristics of its time-varying, nonlinearity, rapid intermission, and data echelon distribution. …”
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A Fuzzy Clustering Logic Life Loss Risk Evaluation Model for Dam-Break Floods by Yantao Zhu, Xinqiang Niu, Chongshi Gu, Bo Dai, Lixian Huang

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The influence of jittering DHS cluster locations on geostatistical model-based estimates of malaria risk in Cameroon by Salomon G. Massoda Tonye, Romain Wounang, Celestin Kouambeng, Penelope Vounatsou

“…Bayesian kriging based on the selected models was used to estimate the geographical distribution of malaria risk. …”
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Predicting the impact of vaccination on the transmission dynamics of typhoid in South Asia: a mathematical modeling study. by Virginia E Pitzer, Cayley C Bowles, Stephen Baker, Gagandeep Kang, Veeraraghavan Balaji, Jeremy J Farrar, Bryan T Grenfell

“…<h4>Background</h4>Modeling of the transmission dynamics of typhoid allows for an evaluation of the potential direct and indirect effects of vaccination; however, relevant typhoid models rooted in data have rarely been deployed.…”
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Comparison of spatial dynamics and point kinetics approaches in multiphysics modeling of the molten salt reactor experiment by Philip Pfahl, Mustafa K. Jaradat, Mauricio E. Tano, Ramiro O. Freile, Samuel A. Walker, Javier Ortensi

“…In this work, we present validation test results of fully coupled neutronics and thermal-hydraulics models of the Molten Salt Reactor Experiment (MSRE) against experimental data of the zero power pump transients and the natural circulation tests at low power. …”
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Anomaly Detection on Laminated Composite Plate Using Self-Attention Autoencoder and Gaussian Mixture Model by Olivier Munyaneza, Jung Woo Sohn

“…To address this, we suggested an unsupervised anomaly detection framework that integrates a self-attention autoencoder with a Gaussian mixture model (SAE-GMM). The model is solely trained on healthy Lamb wave signals, including high-quality synthetic data generated via a generative adversarial network (GAN). …”
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Integrated Geologic Modeling of Fault-Block Reservoir: A Case Study of Ss Oil Field by Zhipeng Xiao, Zhang Wei, Zhengyin Tang, Jianqing Guo, Ruijuan Geng, Tuobing Gou

“…A static model was constructed by Petrel software based on reinterpretation of original log and core data and seismic information so as to clarify the spatial distribution of oil and water in the reservoir and to fit the development history of the later simulated reservoir. …”
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Increased intensity and frequency of extreme precipitation events in Belgium as simulated by the regional climate model MAR by Josip Brajkovic, Xavier Fettweis, Brice Noël, Hans Van De Vyver, Nicolas Ghilain, Pierre Archambeau, Michel Pirotton, Sébastien Doutreloup

“…MAR is forced by a set of six CMIP6 Earth System model (ESMs) with 4 IPCC scenarios ranging from low to high-end warming.Study insights: First, an Extreme Value Analysis (EVA) is performed on bias-adjusted daily model outputs over 30-year moving windows. …”
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