Research on predicting the thermocompression deformation behavior of Mg–Li matrix composite using machine learning and traditional techniques by Dandan Li, Xiaoyu Hou, Yangfan Liu, Linhao Gu, Jinhui Wang, Jiaxuan Ma, Xiaoqiang Li, Zhi Jia, Qichi Le, Dexue Liu, Xincheng Yin

“…Then, the thermal compression flow behavior of the as-cast composite was comparatively researched using a traditional Arrhenius model and advanced machine learning methods (Linear Regression, AdaBoost, Random Forest, and XGBoost). …”
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Identification of the elastic characteristics of a composite material based on the results of tests for the stability of panels made from it by R.A. Kayumov, B.F. Tazyukov, I.Z. Muhamedova, F.R. Shakirzyanov

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CO2-philicity of crude oil constituents: A computational study by Lionel T. Fogang, Syed M.S. Hussain, Theis I. Solling

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Composite Narratives with Arts-Based Analysis of Undergraduate Engineering Students’ Stress and Social Supports to Identify Structural Barriers by Jeanne Sanders, Joseph Mirabelli, Eileen Johnson, Karin Jensen

“…These narratives were mapped onto the Job-Hindrance-Control-Support (JHCS) model to identify structural elements for potential change. …”
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Dry sliding tribological characteristics evaluation and prediction of TiB2-CDA/Al6061 hybrid composites exercising machine learning methods by Amit Aherwar, Anamika Ahirwar, Vimal Kumar Pathak

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Comparison of soil eDNA to camera traps for assessing mammal and bird community composition and site use by Sasha J. Tetzlaff, Aron D. Katz, Patrick J. Wolff, Matthew E. Kleitch

“…We also used Bayesian spatial occupancy models for two widely distributed game species (white‐tailed deer, Odocoileus virginianus, and ruffed grouse, Bonasa umbellus) that were moderately detected with both survey methods and found species‐specific site use (occupancy) estimates were similar between cameras and eDNA analysis. …”
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APPLICATION OF THE COPULA METHOD TO ANALYZE THE RELATIONSHIPS OF MACROECONOMIC FACTORS AFFECTING THE CSPI by Sri Endang Saleh, Debyyansa Pakaya, Irsan K. Hasan, Ismail Djakaria

“…In this study, dependency analysis was carried out with the Copula approach method involving the Tau Kendal method for parameter estimation and the Maximum Likelihood Estimation (MLE) method to choose the best Copula model to explain the relationship between the Composite Stock Price Index and these macroeconomic factors. …”
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Application research of prestressed wire strand and composite mortar for flexural strengthening of T-shaped simply supported beam bridges by Xilong Zheng

“…In order to validate the reinforcing effect of the prestressed wire strand-composite mortar method on actual bridges, this paper applies the reinforcing method to a T-shaped simply supported beam bridge and conducts load tests before and after the reinforcement to explore its improvement effect. …”
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MICROMECHANICS MODELS OF PARTICULATE FILLED ELASTOMER AT FINITE STRAIN DEFORMATION by YANG Hui

“…Comparisons with experiments and other micromechanics models are conducted. It is observed that an improvement in predictive capability for the composite with randomly dispersed particles was achieved by the present method. …”
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Modeling Asphaltene Precipitation-Part II: Comparative Study for Asphaltene Precipitation Curve Prediction Methods by Ali A. Ali, Ghassan H. Abdul-Majeed

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Models, systems, networks in economics, engineering, nature and society by S.I. Noskov, E.S. Popov

“…The approach described in the work allows us to combine the advantages of the least modulus and anti-robust estimation methods when modeling. A regression model of freight turnover of road transport in the Russian Federation has been constructed that is adequate to the analyzed object. …”

Highly efficient water desalination via electrospun ethyl cellulose/polystyrene composites integrated with metal-organic frameworks by Effat Karimian, Mohsen Moslehi, Shahram Tangestaninejad, Majid Moghadam, Akbar Malekpour, Iraj Mohammadpoor-Baltork

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Structural design parameters of laminated composites for marine applications: Milestone study and extended review on current technology and engineering by Daffa Putra Islami, Aldi Fahli Muzaqih, Ristiyanto Adiputra, Aditya Rio Prabowo, Nurman Firdaus, Sören Ehlers, Moritz Braun, Martin Jurkovič, Dharu Feby Smaradhana, Hermes Carvalho

“…The novel characteristics of the marine environment, such as extreme environments and long-term seawater influence, pose unique challenges to the resilience of these composites. Considering the expanding use of composite in complex marine structures and challenging marine environment conditions, this paper comprehensively reviews the composite research and development in marine applications to enable predictive models that can be safely used to achieve sustainable, efficient, robust, and safe design of marine engineering structures. …”
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Simulation and Experimental Research on Composite Diaphragm Hydraulic Force/Displacement Amplification Mechanism with Adjustable Initial Volume by Yong Yang, Tingyu Geng, Zengmeng Zhang, Jiaoyi Hou, Dayong Ning, Yongjun Gong

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A novel method for predicting the geochemical composition of tailings with laboratory field and hyperspectral airborne data using a regression and classification-based approach by Yaron Ogen, Michael Denk, Cornelia Glaesser, Holger Eichstaedt

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Improving the Performance of the Sandwich Panel with the Corrugated Core Filled with Metal Foam: Mathematical and Numerical Methods by Mohammad Nouri Damghani, Arash Mohammadzadeh Gonabadi

“…A new type of composite structure with a metal foam is reinforced by the metal corrugated core, called metal-foam-filled sandwich panel with a corrugated or V-frame core, is modelled, simulated, and studied in this article. …”
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Optimizing Bioceramic Composites for Hip Joint Replacements using SPS Method: Investigating the Effects of Titanium Diboride (TiB2) on Tribological Properties by Pavankumar Ravikumar, Goud Mallesh, S. Suresh Kumar, H. S. Manjunatha

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Novel Methods for Surface EMG Analysis and Exploration Based on Multi-Modal Gaussian Mixture Models. by Anna Magdalena Vögele, Rebeka R Zsoldos, Björn Krüger, Theresia Licka

“…Hereby we show the applicability of the method to identify composite peak models, which describe activation of different muscles throughout cycles of locomotion.…”
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A Short Review: Tribology in Machining to Understand Conventional and Latest Modeling Methods with Machine Learning by Seisuke Kano

“…Recent innovations have introduced data-driven approaches that predict system behavior without the need for detailed models. By integrating advanced monitoring technologies and machine learning, these methods enable real-time predictions within controllable parameters using live data. …”
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Creation of a training simulator model for practising puncture of the kidney calyceal system under ultrasound control by N. K. Gadzhiev, A. A. Mishchenko, V. P. Britov, A. M. Khrenov, D. S. Gorelov, V. M. Obidnyak, V. E. Grigoriev, I. V. Semenyakin, S. B. Petrov

“…To create a simulator model that will be identical in its anatomical and acoustic properties to the kidney and adjacent human tissues, as well as convenient to use and affordable for most universities and clinics.Materials and methods. …”
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