Author

M. Nidhi

Observed names: M Nidhi, Nidhi M, Nidhi M., Nidhi Marakkath

Institution: National Institute of Technology, Puducherry

Observed institution: National Institute of Technology, Puducherry

ORCID: 0000-0002-0808-7361

Observed ORCID: 0000-0002-0808-7361

OpenAlex ID: A5041659890

A review on the material performance of geopolymer concrete as green building materials

2023 · Shimol Philip, M. Nidhi · Materials Today Proceedings · 42

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

2025 · Shimol Philip, Nidhi Marakkath · Journal of Building Engineering · 38

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

2024 · Shimol Philip, M. Nidhi, et al. · Multiscale and Multidisciplinary Modeling Experiments and Design · 31

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

2024 · Shimol Philip, M Nidhi · Materials Circular Economy · 27

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

2024 · Shimol Philip, Nidhi M, et al. · Journal of Building Pathology and Rehabilitation · 19

Development and optimization of geopolymer concrete with compressive strength prediction using particle swarm-optimized extreme gradient boosting

2025 · Shimol Philip, Nidhi Marakkath · Applied Soft Computing · 18

Fundamental frequency formulation and modeling of masonry slender structures: A comparative study of machine learning and regression techniques

2024 · K. Manikandan, M. Nidhi, et al. · Engineering Failure Analysis · 18

An interpretable machine learning approach with graphical user interface for strength prediction of sustainable slag-based geopolymer concrete

2025 · Shimol Philip, Nidhi Marakkath · Structures · 15

Seismic vulnerability assessment of slender masonry structures: A machine learning approach with vibration-based assessment and nonlinear dynamic analysis

2025 · K. Manikandan, M. Nidhi, et al. · Structures · 15

Influence of Fibres on the Strain Hardening Behaviour of Ultra-High-Performance Geopolymer Concrete: A Review

2023 · Shimol Philip, M. Nidhi · Advances in physics research/Advances in Physics Research · 7

PDF

SFRHPC interior beam-column-slab joints under reverse cyclic loading

2015 · N. Ganesan, M. Nidhi, et al. · Advances in concrete construction · 5

A review of the effects of fibres on the mechanical and durability characteristics of geopolymer composites

2026 · M. Nidhi, Shimol Philip, et al. · Discover Applied Sciences · 3

The Use of Artificial Neural Network Model to Predict the Compressive Strength of Sustainable Geopolymer Concrete: A Systematic Review

2024 · Shimol Philip, M. Nidhi · Lecture notes in civil engineering · 2

Mechanical and microstructural response of slag-sugarcane bagasse ash geopolymer fibrous concrete after elevated temperature exposure

2026 · Shimol Philip, M. Nidhi, et al. · Journal of Building Engineering · 1

Evaluation of Geopolymer Concrete Exposed to Elevated Temperatures: A Review of Microstructure and Physical–Mechanical Characteristics

2025 · Shimol Philip, M. Nidhi · Springer eBooks · 1

Durability, microstructure, and sustainability assessment of GGBS-based geopolymer concrete incorporating sugarcane bagasse ash

2026 · Shimol Philip, M. Nidhi · Archives of Civil and Mechanical Engineering

Assessing Seismic Risks in Heritage Slender Masonry Minaret: A Case Study of Chand Minar

2026 · K. Manikandan, M. Nidhi, et al. · Lecture notes in civil engineering

Ensemble Learning-Based Strength Prediction in Fibre-Reinforced GGBS Geopolymer Concrete: A Comparative Evaluation of XGBoost, CatBoost, and LightGBM

2026 · Shimol Philip, M. Nidhi · Lecture notes in civil engineering

A Novel Hybrid Model for Predicting Strength Characteristics in Fiber-Reinforced Geopolymer Concrete Based on Extreme Gradient Boosting and Particle Swarm Optimization

2025 · Shimol Philip, M. Nidhi · Lecture notes in civil engineering

A Review of the Influence of Fibres on the Fracture Properties of Sustainable Geopolymer Concrete

2025 · R. Ilamaran, Shimol Philip, et al. · Lecture notes in civil engineering

Critical Reviews on the Effect of Slab on Seismic Performance of Beam-Column Joints

2017 · Noble M. Benny, Nidhi M. · Advances in Technology, Engineering and Computing: A Multinational Colloquium

Works count: 21

Citation count: 242

H-index: 9

I10-index: 9