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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

C. Manjunath

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2 papers indexed here

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Review Open access Sep 2026

Explainable Machine Learning for Compressive Stress Prediction in Cement-Based Construction Materials: A Systematic Benchmarking and SHAP Interpretability Study

Accurate prediction of the compressive strength of cement-based materials remains a central problem in structural engineering, because the property depends on strongly nonlinear interactions among mixture proportions, supplementary cementitious materials and curing age. Recent systematic reviews of the machine learning...

M. Rao, C. Manjunath, G. M. Reddy et al. · 0 citations
Open access Aug 2026

An explainable, uncertainty-aware ensemble soft-sensor for real-time dissolved oxygen estimation in rivers from routine in-situ monitoring streams

Dissolved oxygen (DO) is the single most informative indicator of the ecological state of running waters, yet the optical probes used to record it are also the most prone to fouling, drift and outright failure among the routine sensors deployed at gauging stations. The resulting gaps interrupt exactly the early-warning...

Lakkireddy Venkateswara Reddy, C. Manjunath, M. Rao et al. · 0 citations

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