The petroleum industry operates under great uncertainty. Achieving an efficient approach to quantify uncertainty in oil production models is of key importance supporting decision-makers find suitable strategies for mitigating risks and maximizing profit. Uncertainty quantification commonly performed based on the Monte Carlo this a very time-consuming process by using physics-based developed res...