Publications (443)

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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
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
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
A1 Journal article (refereed), original research
Simultaneous Reconstruction of Emission and Attenuation in Passive Gamma Emission Tomography of Spent Nuclear Fuel (2020)
Inverse Problems and Imaging
Backholm Rasmus, Bubba Tatiana, Bélanger–Champagne Camille, Helin Tapio, Dendooven Peter, Siltanen Samuli
A1 Journal article (refereed), original research
Statistical approach for parameter identification by Turing patterns (2020)
Journal of Theoretical Biology
Kazarnikov Alexey, Haario Heikki
A1 Journal article (refereed), original research
Algorithmic tuning of spread‐skill relationship in ensemble forecasting systems (2019)
Quarterly Journal of the Royal Meteorological Society
Ekblom Madeleine, Tuppi Lauri, Shemyakin Vladimir, Laine Marko, Ollinaho Pirkka, Haario Heikki, Järvinen Heikki
A1 Journal article (refereed), original research
An inverse random source problem in a stochastic fractional diffusion equation (2019)
Inverse Problems
Niu Pingping, Helin Tapio, Zhang Zhidong
A1 Journal article (refereed), original research
Cauchy difference priors for edge-preserving Bayesian inversion (2019)
Journal of Inverse and Ill-posed Problems
Markkanen Markku, Roininen Lassi, Huttunen Janne M J, Lasanen Sari
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