Kumar Shubham

Exploring the potential of neural network in assessing mechanical properties of geopolymer concrete incorporating fly ash and phosphogypsum in pavement applications

Bheem Pratap, Kumar Shubham, Somenath Mondal et al. · Asian Journal of Civil Engineering · 2023 · 30 citations

Geotechnical Engineering, Highway Pavement, Engineering +10

Evaluating machine learning algorithms for predicting compressive strength of concrete with mineral admixture using long short-term memory (LSTM) Technique

Abhilash Gogineni, Mrutyunjay Rout, Kumar Shubham · Asian Journal of Civil Engineering · 2023 · 29 citations

Cementation, Engineering, Machine Learning +10

Efficient compressive strength prediction of concrete incorporating industrial wastes using deep neural network

Kumar Shubham, Mrutyunjay Rout, Abdhesh Kumar Sinha · Asian Journal of Civil Engineering · 2023 · 28 citations

Industrial Wastes, Engineering, Machine Learning +8

Prediction of compressive strength of glass fiber-reinforced self-compacting concrete interpretable by machine learning algorithms

Abhilash Gogineni, Mrutyunjay Rout, Kumar Shubham · Asian Journal of Civil Engineering · 2023 · 21 citations

Fiber Reinforcement, Engineering, Machine Learning Algorithms +8

Soft computing-based investigation of mechanical properties of concrete using ready-mix concrete waste water as partial replacement of mixing portable water

Bheem Pratap, Pramod Kumar, Kumar Shubham · Asian Journal of Civil Engineering · 2023 · 17 citations

Cementation, Engineering, Mechanical Properties +9