Test functions. by Kejia Liu (5699651)

“…<div><p>The fast developments in artificial intelligence together with evolutionary algorithms have not solved all the difficulties that Gene Expression Programming (GEP) encounters when maintaining population diversity and preventing premature convergence. …”

Data Sheet 1_Flow-based parameterization for DAG and feature discovery in scientific multimodal data.pdf by Elise Walker (19937997)

Comparison between the proposed framework with and without Fourier Loss Function for Rain100H. by Chaobing Zheng (20896579)

Symbolic regression flow diagram. by Mengze Zhang (19422095)

Python code for a rule-based NLP model for mapping circular economy indicators to SDGs by Zahir Barahmand (18008947)

“…The package includes:</p><ul><li>The complete Python codebase implementing the classification algorithm</li><li>A detailed manual outlining model features, requirements, and usage instructions</li><li>Sample input CSV files and corresponding processed output files to demonstrate functionality</li><li>Keyword dictionaries for all 17 SDGs, distinguishing strong and weak matches</li></ul><p dir="ltr">These materials enable full reproducibility of the study, facilitate adaptation for related research, and offer transparency in the methodological framework.…”

Multimodal reference functions. by Ruiyu Zhan (21602031)

“…We performed comparative analyses against other methodologies across various functions and public datasets to assess their effectiveness. …”

Statistical properties of high-flash-rate (≥500 lightning strokes) grid clusters identified in 2013 within the study region: (A) Spatial distribution of cluster centroids; (B, C) P... by Manxing Shi (22367181)

FFD parametric method modeling flow chart. by Yesong Wang (331723)

New building interior space layout model flow. by Ling Zhao (111365)

NRPStransformer, an Accurate Adenylation Domain Specificity Prediction Algorithm for Genome Mining of Nonribosomal Peptides by Zhihan Zhang (1403308)

“…Leveraging the sequences within the flavodoxin-like subdomain, we developed a substrate specificity prediction algorithm using a protein language model, achieving 92% overall prediction accuracy for 43 frequently observed amino acids, significantly improving the prediction reliability. …”

Workflow of the BOMS algorithm. by Ocima Kamboj (21533199)

The convergence curves of the test functions. by Ruiyu Zhan (21602031)

“…We performed comparative analyses against other methodologies across various functions and public datasets to assess their effectiveness. …”

Single-peaked reference functions. by Ruiyu Zhan (21602031)

“…We performed comparative analyses against other methodologies across various functions and public datasets to assess their effectiveness. …”

Flowchart of the AH-NSAFSA. by Jihui Hu (19812736)

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Decoding process. by Jihui Hu (19812736)

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China medical waste disposal market size statistics and forecast, 2018 to 2029. by Jihui Hu (19812736)

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Levels of input parameters. by Jihui Hu (19812736)

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The S/N ratio plot of the AH-NSAFSA in the Taguchi methodology. by Jihui Hu (19812736)

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Tuned values of parameters. by Jihui Hu (19812736)

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Time-sharing tariff. by Jihui Hu (19812736)

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