Physics-constrained sequence learning with attention mechanism for multi-horizon production forecasting
Ji Chang, Dongwei Zhang, Yuling Li, Wenjun Lv, Yitian Xiao
Topics & Concepts
Computer scienceRobustness (evolution)Production (economics)Sequence (biology)Artificial intelligenceTime horizonArtificial neural networkMachine learningDeep learningIndustrial engineeringMathematical optimizationEngineeringMathematicsBiologyEconomicsGeneBiochemistryGeneticsMacroeconomicsChemistryReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis