Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.
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Updated
Oct 26, 2021 - Python
Physically-informed model discovery of systems with nonlinear, rational terms using the SINDy-PI method. Contains functionality for spectral filtering/differentiation.
Job-scheduler by Injecting python modules dynamically
Codes for analyzing and visualizing nonlinear dynamical systems. Based on the systems in the textbook by S. Strogatz.
Φ(N,t) = (2^N − 1) · BSS · e^{-α|δ̄|} — Diagnostic metric for autonomous agent intelligence. Includes the equation, stability boundary, and a novel K-parameterized fractal renderer. Companion code for “The Aether Equation” (2026).
This Python package implements a method for dynamic Bayesian inference of parameters in networks of coupled phase oscillators.
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