Clarkson University researchers have developed an artificial intelligence tool that can uncover the mathematical equations ...

NUS mathematicians have developed a new theoretical framework based on dynamical systems to understand when and how a deep neural network can learn arbitrary relationships. Despite achieving ...

Dynamical systems encompass mathematical frameworks for describing how points in a given space evolve over time under deterministic or stochastic rules. They arise in contexts as varied as celestial ...

Society for Industrial and Applied Mathematics. Differential equations are the basis for models of any physical systems that exhibit smooth change. This book combines much of the material found in a ...