Universal Differential Equations for SciML - Modeling and Computation Seminar, Chris Rackauckas

University of Arizona Modeling and Computation Seminar, 4/16/2020 In the context of science, the well-known adage “a picture is worth a thousand words“ might well be “a model is worth a thousand datasets.“ Scientific models, such as Newtonian physics or biological gene regulatory networks, are human-driven simplifications of complex phenomena that serve as surrogates for the countless experiments that validated the models. Recently, machine learning has been able to overcome the inaccuracies of approximate