2 papers
math.DS2024
Limits of Learning Dynamical Systems
Tyrus Berry, Suddhasattwa Das
A dynamical system is a transformation of a phase space, and the transformation law is the primary means of defining as well as identifying the dynamical system. It is the object o…
math.DS2024
Reconstructing dynamical systems as zero-noise limits
Suddhasattwa Das
A dynamical system may be defined by a simple transition law - such as a map or a vector field. The objective of most learning techniques is to reconstruct this dynamic transition…