What question did this study set out to answer?

The research aims to automate the selection of pile foundations using AI to enhance structural design and performance.

Optimization of Pile Foundation Selection Using Artificial Intelligence

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This research explores AI methods to optimize pile foundation selection, suggesting improved efficiency for civil engineers.

The research aims to automate the selection of pile foundations using AI to enhance structural design and performance.
Analyzed geotechnical data including soil composition and load-bearing capacity.
Developed machine learning algorithms and deep neural networks for data analysis.
Outlined stages of AI model development: data collection, preprocessing, training, and testing.
AI significantly reduced the time for engineering calculations.
Minimized design errors and optimized material costs.
Proposed solutions reduced environmental impacts by selecting sustainable options.

Montayeva et al. (2026) studied this question.

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