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ODEs vs LSTM-RNNs: Modeling HIV Viral Dynamics

We train and evaluate several Long Short-Term Memory-Recurrent Neural Network models in the task of predicting HIV viral dynamics using a synthetic dataset generated from running simulations of a phagocytosis based logistic clearance model.