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Digital Twins

Connect observations of a physical process with a computational model updated as the process evolves.

2 resources

PySINDy

Open Source

PySINDy is a Python package for inferring dynamical equations from measurement data using sparse system identification, with optional optimization methods for constrained and Bayesian regression.

Open sourcePython

Process Control · Digital Twins

do-mpc

Open Source

do-mpc is a Python toolbox for nonlinear and robust model predictive control, moving horizon estimation, and simulation, with support for differential algebraic models and uncertainty.

Open sourcePython

Process Control · Digital Twins