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Hybrid Machine Learning Approach for Predictive Modeling of Complex Systems
(State University of New York at Buffalo, 2019)
We introduce a novel machine learning-based fusion model, termed as PI-LSTM (Physics-Infused Long Short-Term Memory Networks) that integrates first principle Physics-Based Models and Long Short-Term Memory (LSTM) network. ...