Publications & Presentations

Modelling of nitrogen solubility in normal alkanes using machine learning methods compared with cubic and PC-SAFT equations of state
Seyed Ali Madani, Mohammad-Reza Mohammadi, Saeid Atashrouz, Ali Abedi, Abdolhossein Hemmati-Sarapardeh & Ahmad Mohaddespour
Journal of Scientific Reports

Modeling of capacitance for carbon-based supercapacitors using Super Learner algorithm
Jafar Abdi, Tahereh Pirhoushyaran, Fahimeh Hadavimoghaddam, Seyed Ali Madani, Abdolhossein Hemmati-Sarapardeh, & Seyyed Hamid Esmaeili-Faraj
Journal of Energy Storage

Investigation of Carbonate Rock Thermal Conductivity as a Function of Temperature, Porosity and Fluid Saturation Using a Comparative Approach
Seyed Ali Madani, Amir Fayazi, Roman Shor & Apostolos Kantzas
SPE Latin America and Caribbean Petroleum Engineering Conference

Machine learning assisted Structure-based models for predicting electrical conductivity of ionic liquids
RezaNakhaei-Kohani, Seyed Ali Madani, SeyedPezhmanMousavi, SaeidAtashrouz, AliAbedi, AbdolhosseinHemmati Sarapardeh & AhmadMohaddespour
Journal of Molecular Liquids

Insights into modeling refractive index of ionic liquids using chemical structure-based machine learning methods
Ali Esmaeili, Hesamedin Hekmatmehr, Saeid Atashrouz, Seyed Ali Madani, Maryam Pourmahdi, Dragutin Nedeljkovic, Abdolhossein Hemmati-Sarapardeh & Ahmad Mohaddespour
Journal of  Scientific Reports