Standalone and ensemble-based machine learning techniques for particle Froude number prediction in a sewer system. - Deepti Shakya; Vishal Deshpande; Mayank Agarwal; Bimlesh Kumar (Neural Comput. Appl., 2022)

Predicting total sediment load transport in rivers using regression techniques, extreme learning and deep learning models. - Deepti Shakya; Vishal Deshpande; Bimlesh Kumar; Mayank Agarwal (Artif. Intell. Rev., 2023)

Performance evaluation of machine learning algorithms for the prediction of particle Froude number (Frn) using hyper-parameter optimizations techniques. - Deepti Shakya; Vishal Deshpande; Mir Jafar Sadegh Safari; Mayank Agarwal (Expert Syst. Appl., 2024)