Reconciliation of outliers in CO2-alkanolamine-H2O datasets by robust neural network winsorization. - Humbul Suleman; Abdulhalim Shah Maulud; Zakaria Man (Neural Comput. Appl., 2017)

Review of Multiscale Methods for Process Monitoring, With an Emphasis on Applications in Chemical Process Systems. - Muhammad Nawaz; Abdulhalim Shah Maulud; Haslinda Zabiri; Humbul Suleman (IEEE Access, 2022)

A multi-layer perceptron neural network model for predicting the hydrate equilibrium conditions in multi-component hydrocarbon systems. - Qazi Nasir; Humbul Suleman; Israf Ud Din; Yasir Elsheikh Elfadol (Neural Comput. Appl., 2022)

Neural network-based correlation and statistical identification of data outliers in H2S-alkanolamine-H2O and CO2-alkanolamine-H2O datasets. - Bruno Imai; Qazi Nasir; Abdulhalim Shah Maulud; Muhammad Nawaz; Rizwan Nasir; Humbul Suleman (Neural Comput. Appl., 2023)