Towards a data-scale independent regulariser for robust sparse identification of non-linear dynamics

Jay Raut, Daniel N. Wilke, Stephan Schmidt

Data normalisation, a common and often necessary preprocessing step in engineering and scientific applications, can severely distort the discovery of governing equations by magnitu…