dale-bhat-materials/README.md

In racdale/sindyr: Sparse Identification of Nonlinear Dynamics

Dale and Bhat (in press): Data and Code

Code to go with:

Dale, R. & Bhat, H. S. (in press). Equations of mind: Data science for inferring nonlinear dynamics of socio-cognitive systems. Cognitive Systems Research.

Code is organized by demonstrations in the paper. HTML renderings of the markdown should allow for easy perusing of the application of SINDy through the library sindyr. The sindy and other functions are taken from the sindyr library, and must be installed prior to running this code.

Demo 1: Reconstructing the logistic map

Demo 2: Reconstructing the Lorenz attractor

Demo 3: Reconstruction of the two-well attractor model of Tuller et al. (1994)

Demo 4: The effect of noise on two-attractor well reconstruction

Demo 5: Coupled logistic maps

racdale/sindyr documentation built on Sept. 12, 2023, 12:20 p.m.