| 2022 | AISTATS | Pick-and-Mix Information Operators for Probabilistic ODE Solvers. | Nathanael Bosch, Filip Tronarp, Philipp Hennig |
| 2022 | FUSION | Continuous-Discrete Filtering and Smoothing on Submanifolds of Euclidean Space. | Filip Tronarp, Simo Srkk |
| 2022 | ICML | Fenrir: Physics-Enhanced Regression for Initial Value Problems. | Filip Tronarp, Nathanael Bosch, Philipp Hennig |
| 2021 | AISTATS | Calibrated Adaptive Probabilistic ODE Solvers. | Nathanael Bosch, Philipp Hennig, Filip Tronarp |
| 2020 | ICASSP | State-Space Gaussian Process for Drift Estimation in Stochastic Differential Equations. | Zheng Zhao, Filip Tronarp, Roland Hostettler, Simo Srkk |
| 2019 | FUSION | Joint Calibration of Inertial Sensors and Magnetometers using von Mises-Fisher Filtering and Expectation Maximization. | Roland Hostettler, ngel F. Garca-Fernndez, Filip Tronarp, Simo Srkk |
| 2019 | ICASSP | Updates in Bayesian Filtering by Continuous Projections on a Manifold of Densities. | Filip Tronarp, Simo Srkk |
| 2018 | FUSION | Continuous-Discrete von Mises-Fisher Filtering on S | Filip Tronarp, Roland Hostettler, Simo Srkk |
| 2018 | FUSION | Non-Linear Continuous-Discrete Smoothing by Basis Function Expansions of Brownian Motion. | Filip Tronarp, Simo Srkk |
| 2017 | FUSION | Student-t process quadratures for filtering of non-linear systems with heavy-tailed noise. | Jakub Prher, Filip Tronarp, Toni Karvonen, Simo Srkk, Ondrej Straka |
| 2016 | FUSION | Sigma-point filtering for nonlinear systems with non-additive heavy-tailed noise. | Filip Tronarp, Roland Hostettler, Simo Srkk |