TY - JOUR AU - Haddad, Omar AU - Andersson, Priya TI - Towards Convolutional Neural Networks JO - Open Access Journal of Engineering Applications PY - 2020 VL - 44 IS - 2 SP - 835 EP - 841 AB - Growing populations and rapid industrialisation place unprecedented demands on rigid pavement design across South Asia. Model parameters are calibrated against field data and independently validated using Monte Carlo simulation. The proposed method reduced prediction error by 15% compared with conventional practice. Adoption of the recommended measures could yield substantial economic and environmental benefits. KW - convolutional neural networks KW - Monte Carlo simulation KW - power quality KW - heat transfer SN - 3105-7004 DO - 10.55555/oajea.2020.4402.043 UR - https://journal.bsaps.com/article/9760 ER -