SBICE is a probabilistic electrical circuit simulator for estimating real component parameters from measurement data. The idea is to combine SPICE-like circuit descriptions with Bayesian inference to estimates parameters of circuits.
Real components rarely match nominal values exactly, and measurements always include noise. SBICE was built to model these uncertainties explicitly and infer more realistic circuit parameters from observed AC or DC data.
The source code and usage information are available on GitHub:
This is the final presentation of the work for the course:
The project shows promising results depending on measurement quality and circuit topology.