Search Results for author: Chahine Ibrahim

Found 2 papers, 1 papers with code

Sparse Bayesian Deep Learning for Dynamic System Identification

1 code implementation27 Jul 2021 Hongpeng Zhou, Chahine Ibrahim, Wei Xing Zheng, Wei Pan

Furthermore, a practical calculation approach based on the Monte-Carlo integration method is derived to quantify the uncertainty of the parameters and predictions.

Uncertainty Quantification

A Sparse Bayesian Deep Learning Approach for Identification of Cascaded Tanks Benchmark

no code implementations15 Nov 2019 Hongpeng Zhou, Chahine Ibrahim, Wei Pan

This raises the challenge that how to train a neural network for system identification with a small dataset.

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