Showing 141 - 160 results of 8,921 for search '(( elements method algorithm ) OR ((( data code algorithm ) OR ( a learning algorithm ))))', query time: 0.52s Refine Results
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    Multi-material topology optimization using scaled boundary finite element method by Mohammed Saif Zamiruddin Siddiqui (22384884)

    Published 2025
    “…<p>This work introduces the use of Scaled Boundary Finite Element Method (SBFEM) in Multi-Material Topology Optimization (MMTO) problems, which is new in the literature. …”
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    Data and codes for the paper "Machine-Learning-Enabled Spatial Pattern Mining: Evaluating the Impact of Imperfect Inputs". by Zhili Li (18836803)

    Published 2025
    “…We develop soft-label versions of SPM algorithms that can directly execute on uncertain predictions generated by ML models. …”
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    Fractional Cross-Validation for Optimizing Hyperparameters of Supervised Learning Algorithms by Suraj Yerramilli (21510476)

    Published 2025
    “…In this work, we propose a highly-efficient Bayesian optimization algorithm for optimizing the hyperparameters of supervised learning algorithms with K-fold CV error as the evaluation criterion. …”
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    Code and data for "A reduced-scale adaptive morphing vehicle prototype with enhanced aerodynamic efficiency" by Peng Zhang (16789041)

    Published 2025
    “…<p dir="ltr">This dataset contains:</p><ul><li>CAD files for the design and fabrication of the proposed adaptive morphing vehicle prototype;</li><li>Computer programs for genetic-algorithm-based autonomous optimization;</li><li>Raw data acquired in the wind tunnel experiments for demonstrating and validating the morphing vehicle prototype and optimization algorithm; and</li><li>Computer codes for post-processing and visualizing raw data.…”
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    Overview of the C&CG method. by Tianhe Sun (21145341)

    Published 2025
    “…The model is solved iteratively using the column generation algorithm and strong duality theory. Case studies on a Northeast China power grid demonstrate that, by optimally configuring generation and storage capacity guided by flexibility and other indicators, the proposed method reduces curtailment/load shedding costs and system flexibility insufficiency probability by 45% and 4.3% respectively. …”
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