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Artificial intelligence in concrete mix design: a comprehensive review

Doondy Priya Jagupilla1, Kameswara Rao Burugapalli2

  • 1Department of Civil Engineering, KL Deemed to Be University, Vijayawada, India. 2401020014se@gmail.com.

Environmental Science and Pollution Research International
|February 23, 2026
PubMed
Summary

Artificial intelligence (AI) and machine learning optimize concrete mix design, reducing trials and costs. These data-driven methods enhance concrete properties and support sustainable construction practices.

Keywords:
Artificial intelligenceCompressive strength predictionConcrete mix designMachine learningOptimizationRandom Forest RegressionSustainability

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