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  1. 361

    From Social to Academic: Associations and Predictions Between Different Types of Peer Relationships and Academic Performance Among College Students by Jiadong Tian, Jiali Lin, Dagang Li

    Published 2025-02-01
    “…This study aims to expose the correlation between different types of social behaviors and the academic performance of college students, and then to predict the academic performance of college students based on their social characteristics. …”
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    Machine learning techniques for estimating high–temperature mechanical behavior of high strength steels by C. Yazici, F.J. Domínguez-Gutiérrez

    Published 2025-03-01
    “…Machine learning (ML) has emerged as a powerful tool for predicting the mechanical behavior of materials by analyzing stress-strain data from tensile tests. …”
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    Brain structural MRI marker for predicting conversion to Parkinson’s disease in individuals with prodromal symptoms by Chang-hyun Park, Uicheul Yoon, Phil Hyu Lee, Jinna Kim, Seung-Koo Lee, Na-Young Shin

    Published 2025-07-01
    “…We developed a machine learning classifier to identify individuals with brain structural patterns similar to PD based on cortical thickness and white matter integrity. Its predictive performance for PD conversion was assessed alone and combined with clinical non-motor markers such as rapid eye movement sleep behavior disorder and olfactory dysfunction.ResultsSix individuals converted to PD within 4 years. …”
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    Predicting the high-strain-rate deformation behavior and constructing processing maps of 304L stainless steel through machine learning and deep learning by M. Ghaffari Farid, H.R. Abedi, R. Ghasempour, A. Taylor, S. Khoddam, P.D. Hodgson

    Published 2025-05-01
    “…This study deals with predicting the high-temperature compressive flow behavior of stainless steel 304L employing the machine learning and deep learning algorithms. …”
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    High-temperature oxidation behavior of B-modified silicide coatings on Nb–Si based superalloys: Microstructure evolution, failure mechanisms and lifetime prediction by Wei Shao, Guanghui Chen, Dingyong He, Yang Wu

    Published 2025-09-01
    “…In this study, B-modified silicide coatings were deposited on Nb–Si based superalloys by pack cementation. The failure behaviors and lifetime prediction of B-modified silicide coatings under high temperature oxidation conditions were investigated at 1200–1300 °C. …”
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  14. 374

    The impact of the Dark Triad personalities and parental interaction patterns in predicting the tendency toward risky behaviors among adolescent girls in Ardabil, Iran in 2024 by Roya Motavalli, Hanieh Shayeghi, Tavakkol Mousazadeh, Serap Ejder Apay, Elif Odabaşı Aktaş

    Published 2025-03-01
    “…Conclusions This study suggests that the Dark Triad personality traits and parental interaction patterns can effectively predict adolescent girls’ tendencies toward risky behaviors. …”
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    Predicting treatment response to cognitive behavior therapy in social anxiety disorder on the basis of demographics, psychiatric history, and scales: A machine learning approach. by Qasim Bukhari, David Rosenfield, Stefan G Hofmann, John D E Gabrieli, Satrajit S Ghosh

    Published 2025-01-01
    “…Only about half of patients with social anxiety disorder (SAD) respond substantially to cognitive behavioral therapy (CBT). However, there has been little evidence available to clinicians or patients about whether any individual patient is more or less likely to have a positive response to CBT. …”
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