All Outputs (2)

An evolutionary approach to modelling the thermo-mechanical behaviour of unsaturated soils (2015)
Journal Article
Ahangar Asr, A., Javadi, A., & Khalili, N. (2015). An evolutionary approach to modelling the thermo-mechanical behaviour of unsaturated soils. International Journal for Numerical and Analytical Methods in Geomechanics, 39(5), 539-557. https://doi.org/10.1002/nag.2323

A new data mining approach is presented for modelling of the stress-strain and volume change behaviour of unsaturated soils considering temperature effects. The proposed approach is based on the evolutionary polynomial regression (EPR), which unlike... Read More about An evolutionary approach to modelling the thermo-mechanical behaviour of unsaturated soils.

A surrogate model for simulation–optimization of aquifer systems subjected to seawater intrusion (2015)
Journal Article
Hussain, M., Javadi, A., Ahangar Asr, A., & Farmani, R. (2015). A surrogate model for simulation–optimization of aquifer systems subjected to seawater intrusion. Journal of Hydrology, 523, 542-554. https://doi.org/10.1016/j.jhydrol.2015.01.079

This study presents the application of Evolutionary Polynomial Regression (EPR) as a pattern recognition system to predicate the behavior of nonlinear and computationally complex aquifer systems subjected to seawater intrusion (SWI). The developed E... Read More about A surrogate model for simulation–optimization of aquifer systems subjected to seawater intrusion.