for learning functions of irregular time series) and neural stochastic differential equations (e.g. for hybrid neural/mechanistic modelling of physical systems) neural controlled differential equations (e.g. Topics include: neural ordinary differential equations (e.g. Essentially all fundamental laws of nature are partial differential equations as they combine various rate of changes.The first two equations above contain only ordinary derivatives of or more dependent variables today, these are called ordinary differential equations.The last equation contains partial derivatives of dependent variables, thus, the nomenclature, partial differential equations.Note, both of these terms are modern when Newton finally published these equations (circa 1736), he originally dubbed. Partial Differential Equations An equation for an unknown function f involving partial derivatives of f is called a partial differential equation.
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