Exploring accuracy and uncertainty quantification in physics-informed neural networks for inferring microbial community dynamics

Pedro Fontanarrosa, Chris P Barnes

Physics-Informed Neural Networks (PINNs) have become a popular way to infer interpretable interaction parameters from noisy microbial time series, but practitioners face many tunab…