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February 17, 2026Asian Journal of Civil Engineering

Predictive modelling of nonlinear strength development in GGBS-hydrated lime concrete using ensemble and probabilistic learning frameworks

B. Narendra Kumar C. Nanda Kishore

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Key Points

Nonlinear strength development was observed in GGBS-hydrated lime concrete.
The models accurately predicted strength variation using ensemble and probabilistic learning frameworks.
Analysis of concrete properties and hydration processes was done systematically over multiple conditions.
Findings support improved material efficiency and structural integrity innovations in concrete construction.

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Implication

Observational analysis reveals nonlinear strength development in GGBS-hydrated lime concrete, suggesting optimized construction materials.

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Cite This Study

Kumar et al. (2026) studied this question.

synapsesocial.com/papers/69a761c8c6e9836116a2fdba https://doi.org/10.1007/s42107-025-01631-1

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