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  1. 841

    A data driven predictive viscosity model for the microemulsion phase by Akash Talapatra, Bahareh Nojabaei, Pooya Khodaparast

    Published 2025-04-01
    “…This study develops a computational, data-driven model to accurately estimate and predict peak phase viscosity in microemulsion systems at dynamic environments. …”
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    Article
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    Spatial distribution prediction of pore pressure based on Mamba model by Xingye Liu, Xingye Liu, Bing Liu, Wenyue Wu, Qian Wang, Yuwei Liu

    Published 2025-04-01
    “…The model is a structured state-space model designed to process complex time-series data, and improve efficiency through parallel scan algorithm, making it suitable for large-scale three-dimensional data prediction. …”
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    Article
  5. 845

    Self-adaptive prediction and prewarning model of mine gas concentration by Dingwen Dong

    Published 2025-07-01
    “…In prediction process, the prediction accuracy was evaluated by using prediction availability, and the IMFs’ phase space parameters and the GPR hyperparameters were adjusted dynamically to achieve the best prediction accuracy. …”
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    Research on Ginger Price Prediction Model Based on Deep Learning by Fengyu Li, Xianyong Meng, Ke Zhu, Jun Yan, Lining Liu, Pingzeng Liu

    Published 2025-03-01
    “…By combining seasonal decomposition STL, long and short-term memory network LSTM, attention mechanism ATT and Kolmogorov-Arnold network, a combined STL-LSTM-ATT-KAN prediction model is developed, and the model parameters are finely tuned by using multi-population adaptive particle swarm optimisation algorithm (AMP-PSO). …”
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    Article
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    Applying binary mixed model to predict knee osteoarthritis pain. by Helal El-Zaatari, Liubov Arbeeva, Amanda E Nelson

    Published 2025-01-01
    “…The aim of this study was to develop a flexible, data-driven framework for predicting knee pain outcomes, incorporating the advantages of both random forest (RF) and mixed effects models for correlated data. …”
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    Article
  12. 852

    Developing A Predictive Model for Small Business Loan Default by Refiloe Gladys Benedict, O Stumke, Veruschka Pelser Carstens

    Published 2024-12-01
    “…This paper proposes a model aimed at proactively increasing loan repayment probabilities. …”
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    Article
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    A Combined PSO-LSTM Prediction Model for Dam Deformation by HAO Ze-jia, SHI Yu-qun, CHENG Bo-chao, HE Jin-ping

    Published 2025-05-01
    “…By leveraging the long-short-term memory (LSTM) model and particle swarm optimization (PSO) algorithm from artificial intelligence technology, a combined PSO-LSTM dam deformation prediction model is established, offering a novel approach for enhancing the accuracy of dam deformation prediction. …”
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    Article
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