Muhammad Yaqub

Modeling of a full-scale sewage treatment plant to predict the nutrient removal efficiency using a long short-term memory (LSTM) neural network

Muhammad Yaqub, Hasnain Asif, Seongboem Kim et al. · Journal of Water Process Engineering · 2020 · 141 citations

Nutrient Removal Efficiency, Engineering, Long Short-term Memory +9

Comprehensive review on machine learning methodologies for modeling dye removal processes in wastewater

Suraj Kumar Bhagat, Karl Ezra Pilario, Olusola Emmanuel Babalola et al. · Journal of Cleaner Production · 2022 · 89 citations

Comprehensive Review, Machine Learning, Data Science +9

Modeling nutrient removal by membrane bioreactor at a sewage treatment plant using machine learning models

Muhammad Yaqub, Wontae Lee · Journal of Water Process Engineering · 2022 · 60 citations

Engineering, Environmental Engineering, Bioremediation +13

Micellar enhanced ultrafiltration (MEUF) of mercury-contaminated wastewater: Experimental and artificial neural network modeling

Muhammad Yaqub, Seung Hwan Lee · Journal of Water Process Engineering · 2019 · 49 citations

Chemical Engineering, Engineering, Environmental Engineering +9

A systematic literature review on lake water level prediction models

Serkan Özdemir, Muhammad Yaqub, Sevgi Özkan · Environmental Modelling & Software · 2023 · 44 citations · Full text

Systematic Literature Review, Engineering, Water Resources +5