Nature

Square integrable solutions and stability of a second-order stochastic integro-differential equation

Differential equations have become essential tools for modeling real-life problems in various fields, including biology, mathematical finance, and engineering (see 1 and 2). Many researchers have ...
Nature

Sparse inference and active learning of stochastic differential equations from data

Throughout the natural sciences, mathematical models are frequently formulated as differential equations. For example, with stochastic, ordinary, and partial differential equations (SDEs, ODEs, and ...