Integrating electro-mechanical impedance data with machine learning for damage detection and classification of blended concrete systems
R Gomasa, V Talakokula, SKR Jyosyula… - Construction and Building …, 2024 - Elsevier
In recent years, the assessment of structural integrity and durability of concrete systems has
significantly advanced with the integration of novel sensing technologies and data-driven …
significantly advanced with the integration of novel sensing technologies and data-driven …
Exploring the association of ground motion intensity measures and demand parameters with ANN-based predictive modeling and uncertainty analysis
The study investigates the interdependency between the wide range of single parameter-
based ground motion intensity measures with demand parameters for low-rise reinforced …
based ground motion intensity measures with demand parameters for low-rise reinforced …
High‐Fidelity Data Augmentation for Few‐Shot Learning in Jet Grout Injection Applications
PG Atangana Njock, ZY Yin… - International Journal for …, 2025 - Wiley Online Library
Contemporary geoengineering challenges grapple with the plateauing of both existing
algorithms and their depth of insights, a phenomenon exacerbated by the scarcity of high …
algorithms and their depth of insights, a phenomenon exacerbated by the scarcity of high …
Forecasting duration characteristics of near fault pulse-like ground motions using machine learning algorithms
The duration characteristics of near-fault earthquake ground motions play a significant role
in the dynamic response of a structure. Linear regression-based models are extensively …
in the dynamic response of a structure. Linear regression-based models are extensively …
Evaluation of Machine Learning Algorithms for Predicting Compressive Strength of Geopolymer Concrete at High Temperatures
A Gupta, P Sarda, FM Wani, J Vemuri - International Conference on …, 2024 - Springer
In recent years, fly ash and slag, both industrial by-products, have been integral to
sustainable geopolymer concrete, but their fire resistance lacks clarity. The complex …
sustainable geopolymer concrete, but their fire resistance lacks clarity. The complex …