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September 19, 2025REVIEWS ON ADVANCED MATERIALS SCIENCEOpen Access

Innovative optimization of seashell ash-based lightweight foamed concrete: Enhancing physicomechanical properties through ANN-GA hybrid approach

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Authors

MBMohammed M. Bait‐SuwailamBTBassam A. TayehYCYazid Chetbani

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Overview

This study demonstrates significant enhancements in compressive strength and water absorption in lightweight foamed concrete using seashell ash, suggesting novel sustainable practices.

Key Points

  • Replacing cement with seashell ash improves several mechanical properties of lightweight foamed concrete.
  • Curing durations of 28 days with additive concentrations of 4-20% notably enhance compressive strength and flexural strength.
  • The DNN-IGWO hybrid model provides superior predictive accuracy for optimizing concrete properties compared to other methods.
  • Optimizing the concrete involves trade-offs between various targets like compressive strength and water absorption.

Cite This Study

Bait‐Suwailam et al. (2025) studied this question.

synapsesocial.com/papers/68d464ea31b076d99fa63eebhttps://doi.org/10.1515/rams-2025-0131
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