Chemical Engineering Science · 2022 · 12 citations · 39 references
EngineeringCivil EngineeringPetroleum EngineeringFlow AssuranceFluid DynamicsMachine LearningFlow ModelingHydrate FormationHydraulic ModelingReservoir ForecastingTime Series ForecastingTime Series PredictionFlow Assurance ModelingHydrate DetectionHydrate ManagementHydrate MonitoringHydrate Prediction ModelingIterative LearningRecurrent Neural Network ForecastingRecurrent Neural Networks
39
Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations
DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text
Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations
Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations
Learning to Forget: Continual Prediction with LSTM
Felix A. Gers, Jürgen Schmidhuber, Fred Cummins · Neural Computation · 2000 · 5.4K citations