Comprehensive Analysis of Time Series Forecasting Using Neural Networks(NPO-51540-1)

The objective was to develop advanced machine learning methods to predict future gas production in tight rock unconventional reservoirs. A particular focus was early prediction, over a range of horizons, only from data first weeks to months. The developed techniques are important for the objective.