Inferring the probability distribution over strain tensors in polycrystals from diffraction based measurements

- Henningsson, Axel, Wills, Adrian G., Hall, Stephen A., Hendriks, Johannes, Wright, Jonathan P., Schön, Thomas B., Poulsen, Henning F.

Sequential Monte Carlo: a unified review

- Wills, Adrian G., Schön, Thomas B.

Variational system identification for nonlinear state-space models

- Courts, Jarrad, Wills, Adrian G., Schön, Thomas B., Ninness, Brett

Data to Controller for Nonlinear Systems: An Approximate Solution

- Hendriks, Johannes N., Holdsworth, James R. Z., Wills, Adrian G., Schön, Thomas B., Ninness, Brett

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.

Predicting political violence using a state-space model

- Lindholm, Andreas, Hendriks, Johannes, Wills, Adrian, Schön, Thomas B.

Beyond occam's razor in system identification: Double-descent when modeling dynamics

- Ribeiro, Antonio H., Hendriks, Johannes N., Wills, Adrian G., Schön, Thomas B.

Deep energy-based NARX models

- Hendriks, Johannes N., Gustafsson, Fredrik K., Ribeiro, Antonio H., Wills, Adrian G., Schön, Thomas B.

Stochastic quasi-Newton with line-search regularisation

- Wills, Adrian G., Schön, Thomas B.

Variational State and Parameter Estimation

- Courts, Jarrad, Hendriks, Johannes, Wills, Adrian, Schön, Thomas B., Ninness, Brett

A fast quasi-Newton-type method for large-scale stochastic optimisation

- Wills, Adrian, Schön, Thomas B., Jidling, Carl

Probabilistic modelling and reconstruction of strain

- Jidling, Carl, Hendriks, Johannes, Wahlström, Niklas, Gregg, Alexander, Schön, Thomas B., Wensrich, Christopher, Wills, Adrian

Linearly constrained Gaussian processes

- Jidling, Carl, Wahlström, Niklas, Wills, Adrian, Schön, Thomas B.

On the construction of probabilistic Newton-type algorithms

- Wills, Adrian G., Schön, Thomas B.

Identification of Hammerstein-Wiener models

- Wills, Adrian, Schön, Thomas B., Ljung, Lennart, Ninness, Brett

Estimation of linear systems using a Gibbs sampler

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

System identification of nonlinear state-space models

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

Estimating state-space models in innovations form using the expectation maximisation algorithm

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

Estimation of general nonlinear state-space systems

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