Uncertainty Quantification in Data-Driven Dynamical Models via Inverse Problem Solving

Mohamed Akrout, Dan Wilson

Data-driven model identification strategies can be used to obtain phenomenological models that capture the temporal evolution of observable data. While it is usually straightforwar…