Shimol Philip

A comparative analysis of tree-based machine learning algorithms for predicting the mechanical properties of fibre-reinforced GGBS geopolymer concrete

Shimol Philip, M. Nidhi, Hemn Unis Ahmed · Multiscale and Multidisciplinary Modeling Experiments and Design · 2024 · 27 citations · Full text

Architecture, Civil Engineering, Materials Engineering +15

Thermal insulation materials based on water hyacinth for application in sustainable buildings

Shimol Philip, R. Rakendu · Materials Today Proceedings · 2020 · 23 citations

Architecture, Materials Engineering, Materials Science +16

Compressive strength prediction and feature analysis for GGBS-Based geopolymer concrete using optimized XGBoost and SHAP: A comparative study of optimization algorithms and experimental validation

Shimol Philip, M. Nidhi · Journal of Building Engineering · 2025 · 23 citations

Architecture, Civil Engineering, Materials Engineering +16

Performance Comparison of Artificial Neural Network and Random Forest Models for Predicting the Compressive Strength of Fibre-Reinforced GGBS-Based Geopolymer Concrete Composites

Shimol Philip, M. Nidhi · Materials Circular Economy · 2024 · 20 citations

Natural Sciences, Materials Engineering, Materials Science +16

Soft computing techniques for predicting the compressive strength properties of fly ash geopolymer concrete using regression-based machine learning approaches

Shimol Philip, M. Nidhi, G. Nakkeeran · Journal of Building Pathology and Rehabilitation · 2024 · 16 citations

Engineering, Civil Engineering, Materials Engineering +16