Nonlinear differential equations describe the dynamics of systems in fields as diverse as physics, engineering, chemistry, biology, economics, and weather and climate science 1. Turbulence, ...
Universal Differential Equations (UDEs) combine mechanistic differential equations with data-driven artificial neural networks, forming a flexible framework for modelling complex biological systems.