Publications (447)

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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
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

A4 Conference proceedings
Blind Hierarchical Deconvolution (2020)

IEEE International Workshop On Machine Learning For Signal Processing

2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP)
Arjas Arttu, Roininen Lassi, Sillanpää Mikko J, Hauptmann Andreas

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
Sparsity-promoting and edge-preserving maximum a posteriori estimators in non-parametric Bayesian inverse problems (2018)

Inverse Problems

Agapiou Sergios, Burger Martin, Dashti Masoumeh, Helin Tapio

A1 Journal article (refereed), original research
Wavelet methods in multi-conjugate adaptive optics (2013)

Inverse Problems

Helin Tapio, Yudytskiy Mykhaylo

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
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
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
Inverse random source problems for time-harmonic acoustic and elastic waves (2020)

Communications in Partial Differential Equations

Li Jianglian, Helin Tapio, Li Peijun

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