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Nonlinear System Identification: Learning while Respecting Physical Models Using a Sequential Monte Carlo Method

- Wigren, Anna, Wågberg, Johan, Lindsten, Fredrik, Wills, Adrian G., Schön, Thomas B.

Estimation of linear systems using a Gibbs sampler

- Wills, Adrian, Schön, Thomas B., Lindsten, Fredrik, Ninness, Brett

Hierarchical Bayesian ARX models for robust inference

- Dahlin, Johan, Lindsten, Fredrik, Schon, Thomas B., Wills, Adrian

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