Publications (274)

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A1 Journal article (refereed), original research
Parameter estimation of stochastic chaotic systems (2021)
International Journal for Uncertainty Quantification
Maraia Ramona, Springer Sebastian, Haario Heikki, Hakkarainen Janne, Saksman Eero
A1 Journal article (refereed), original research
Septohippocampal transmission from parvalbumin-positive neurons features rapid recovery from synaptic depression (2021)
Scientific Reports
Yi Feng, Garrett Tavita, Deisseroth Karl, Haario Heikki, Stone Emily, Lawrence J. Josh
A1 Journal article (refereed), original research
A Bayesian-based approach to improving acoustic Born waveform inversion of seismic data for viscoelastic media (2020)
Inverse Problems
Muhumuza Kenneth, Huttunen Janne, Roininen Lassi, Lähivaara Timo
A1 Journal article (refereed), original research
Enhancing industrial X-ray tomography by data-centric statistical methods (2020)
Data-Centric Engineering
Suuronen Jarkko, Emzir Muhammad, Lasanen Sari, Särkkä Simo, Roininen Lassi
A1 Journal article (refereed), original research
Hyperparameter Estimation in Bayesian MAP Estimation: Parametrizations and Consistency (2020)
SMAI Journal of Computational Mathematics
Dunlop Matthew, Helin Tapio, Stuart Andrew
A1 Journal article (refereed), original research
Inverse problems for heat equation and space–time fractional diffusion equation with one measurement (2020)
Journal of Differential Equations
Helin Tapio, Lassas Matti, Ylinen Lauri, Zhang Zhidong
A1 Journal article (refereed), original research
Inverse random source problems for time-harmonic acoustic and elastic waves (2020)
Communications in Partial Differential Equations
Li Jianglian, Helin Tapio, Li Peijun
A1 Journal article (refereed), original research
Necessary conditions for algorithmic tuning of weather prediction models using OpenIFS as an example (2020)
Geoscientific Model Development
Tuppi Lauri, Ollinaho Pirkka, Ekblom Madeleine, Shemyakin Vladimir, Järvinen Heikki
A1 Journal article (refereed), original research
Non-Stationary Multi-layered Gaussian Priors for Bayesian Inversion (2020)
Inverse Problems
Emzir Muhammad Fuady, Lasanen Sari J, Purisha Zenith, Roininen Lassi, Särkkä Simo
A1 Journal article (refereed), original research
Posterior inference for sparse hierarchical non-stationary models (2020)
Computational Statistics and Data Analysis
Monterrubio-Gómez Karla, Roininen Lassi, Wade Sara, Damoulas Theodoros, Girolami Mark
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