Rupesh Kumar Tipu

An ensemble approach to improve BPNN model precision for predicting compressive strength of high-performance concrete

Rupesh Kumar Tipu, V. R. Panchal, Kartik S. Pandya · Structures · 2022 · 71 citations

Engineering, Machine Learning, Ensemble Approach +9

Compressive behavior of elliptical concrete-filled steel tubular short columns using numerical investigation and machine learning techniques

Hazem Samih Mohamed, Qiong Tang, Haytham F. Isleem et al. · Scientific Reports · 2024 · 47 citations · Full text

Development of a hybrid stacked machine learning model for predicting compressive strength of high-performance concrete

Rupesh Kumar Tipu, Suman Suman, Vandna Batra · Asian Journal of Civil Engineering · 2023 · 37 citations

Engineering, Machine Learning, Data Science +9

Efficient compressive strength prediction of concrete incorporating recycled coarse aggregate using Newton’s boosted backpropagation neural network (NB-BPNN)

Rupesh Kumar Tipu, Vandna Batra, Suman Suman et al. · Structures · 2023 · 37 citations

Engineering, Mechanical Engineering, Civil Engineering +8

Multi-objective optimized high-strength concrete mix design using a hybrid machine learning and metaheuristic algorithm

Rupesh Kumar Tipu, V. R. Panchal, Kartik S. Pandya · Asian Journal of Civil Engineering · 2022 · 32 citations

Engineering, Hybrid Algorithm, Intelligent Optimization +12