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Comprehensive Analysis of Time Series Forecasting Using Neural Networks
A NASA software catalog entry available for reuse or request.
About this technology
Overview
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.