Concepedia

Tapio Helin

TH

Statistics

Publications

21

Citations

552

H-Index

15

Active since

2009

Affiliations

University of Helsinki(Current)

Lappeenranta-Lahti University of Technology

Helsinki Institute of Physics

Johann Radon Institute for Computational and Applied Mathematics

University of Münster

Tapio Helin is an author at University of Helsinki specializing in engineering, inverse problems, and biomedical imaging.

ORCID

Top concepts

Publications per year

2009–2023

21

Publications

21

Maximum<i>a posteriori</i>probability estimates in infinite-dimensional Bayesian inverse problems

Tapio Helin, Martin Burger · Inverse Problems · 2015 · 66 citations

, , +16

A variational reconstruction method for undersampled dynamic x-ray tomography based on physical motion models

Martin Burger, Hendrik Dirks, Lena Frerking et al. · Inverse Problems · 2017 · 52 citations · Full text

An inverse random source problem in a stochastic fractional diffusion equation

Pingping Niu, Tapio Helin, Zhidong Zhang · Inverse Problems · 2019 · 48 citations · Full text

Adaptive optics control using model-based reinforcement learning

Jalo Nousiainen, Chang Rajani, M. Kasper et al. · Optics Express · 2021 · 43 citations · Full text

Sparsity-promoting and edge-preserving maximum <i>a posteriori</i> estimators in non-parametric Bayesian inverse problems

Sergios Agapiou, Martin Burger, Masoumeh Dashti et al. · Inverse Problems · 2018 · 42 citations · Full text

1–5 of 21