Tapio Helin

662 total citations
35 papers, 324 citations indexed

About

Tapio Helin is a scholar working on Atomic and Molecular Physics, and Optics, Statistics and Probability and Biomedical Engineering. According to data from OpenAlex, Tapio Helin has authored 35 papers receiving a total of 324 indexed citations (citations by other indexed papers that have themselves been cited), including 9 papers in Atomic and Molecular Physics, and Optics, 8 papers in Statistics and Probability and 8 papers in Biomedical Engineering. Recurrent topics in Tapio Helin's work include Adaptive optics and wavefront sensing (9 papers), Numerical methods in inverse problems (7 papers) and Statistical Methods and Inference (6 papers). Tapio Helin is often cited by papers focused on Adaptive optics and wavefront sensing (9 papers), Numerical methods in inverse problems (7 papers) and Statistical Methods and Inference (6 papers). Tapio Helin collaborates with scholars based in Finland, Germany and Austria. Tapio Helin's co-authors include Martin Burger, Matti Lassas, M. Kasper, Peijun Li, Ronny Ramlau, Jianliang Li, Masoumeh Dashti, Samuli Siltanen, Sergios Agapiou and Andreas Hauptmann and has published in prestigious journals such as Optics Express, Journal of Chromatography A and Atmospheric chemistry and physics.

In The Last Decade

Tapio Helin

32 papers receiving 294 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Tapio Helin Finland	12	85	70	65	54	53	35	324
Rodrigo B. Platte United States	13	63 0.7×	40 0.6×	79 1.2×	92 1.7×	10 0.2×	30	545
Yat Tin Chow United States	11	170 2.0×	153 2.2×	33 0.5×	52 1.0×	11 0.2×	26	371
Mark A. Lukas Australia	10	192 2.3×	53 0.8×	9 0.1×	45 0.8×	52 1.0×	25	533
Brittany D. Froese United States	12	36 0.4×	175 2.5×	95 1.5×	38 0.7×	16 0.3×	15	751
Hojatollah Adibi Iran	20	119 1.4×	37 0.5×	145 2.2×	85 1.6×	22 0.4×	66	1.0k
M. Aslam Chaudhry Saudi Arabia	13	43 0.5×	26 0.4×	39 0.6×	33 0.6×	66 1.2×	32	679
Quôc Thông Lê Gia Australia	14	102 1.2×	8 0.1×	74 1.1×	56 1.0×	22 0.4×	55	537
Yuwei Fan United States	13	78 0.9×	42 0.6×	77 1.2×	84 1.6×	3 0.1×	31	562
R.F. Hoskins United Kingdom	9	71 0.8×	31 0.4×	24 0.4×	36 0.7×	15 0.3×	21	317
Guofei Pang China	12	63 0.7×	46 0.7×	30 0.5×	48 0.9×	5 0.1×	25	738

Countries citing papers authored by Tapio Helin

Since Specialization

Citations

This map shows the geographic impact of Tapio Helin's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Tapio Helin with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tapio Helin more than expected).

Fields of papers citing papers by Tapio Helin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tapio Helin. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Tapio Helin. The network helps show where Tapio Helin may publish in the future.

Co-authorship network of co-authors of Tapio Helin

This figure shows the co-authorship network connecting the top 25 collaborators of Tapio Helin. A scholar is included among the top collaborators of Tapio Helin based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Tapio Helin. Tapio Helin is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Haario, Heikki, et al.. (2025). Surrogate model for Bayesian optimal experimental design for adsorption isotherm parameters in chromatography. Journal of Chromatography A. 1764. 466392–466392.

Helin, Tapio. (2024). Least Squares Approximations in Linear Statistical Inverse Learning Problems. SIAM Journal on Numerical Analysis. 62(4). 2025–2047.

Helin, Tapio, et al.. (2024). Power of prediction: spatiotemporal Gaussian process modeling for predictive control in slope-based wavefront sensing. Journal of Astronomical Telescopes Instruments and Systems. 10(3).

Kasper, M., et al.. (2024). Laboratory experiments of model-based reinforcement learning for adaptive optics control. Journal of Astronomical Telescopes Instruments and Systems. 10(1). 4 indexed citations

Helin, Tapio, et al.. (2023). Stability estimates for the expected utility in Bayesian optimal experimental design. Inverse Problems. 39(12). 125008–125008. 7 indexed citations

Burger, Martin, et al.. (2023). Convex regularization in statistical inverse learning problems. Inverse Problems and Imaging. 17(6). 1193–1225. 3 indexed citations

Helin, Tapio, et al.. (2022). Non-asymptotic error estimates for the Laplace approximation in Bayesian inverse problems. Numerische Mathematik. 150(2). 521–549. 5 indexed citations

Kasper, M., Paul Bristow, Christophe Vérinaud, et al.. (2022). GPU-based High-order adaptive OpticS Testbench. 197–197. 1 indexed citations

Kasper, M., Tapio Helin, Sebastiaan Y. Haffert, et al.. (2022). Toward on-sky adaptive optics control using reinforcement learning. Astronomy and Astrophysics. 664. A71–A71. 17 indexed citations

10.

Arcidiacono, Carmelo, Roland Wagner, A. Grazian, et al.. (2022). LBT SOUL data as a science test bench for MICADO PSF-R tool. 12–12. 1 indexed citations

11.

Kasper, M., et al.. (2021). Adaptive optics control using model-based reinforcement learning. Optics Express. 29(10). 15327–15327. 28 indexed citations

12.

Helin, Tapio, et al.. (2020). Simultaneous emission and attenuation reconstruction in passive gamma emission tomography of spent nuclear fuel. Institutional Research Information System University of Ferrara (University of Ferrara). 12 indexed citations

13.

Kubečka, Jakub, Tinja Olenius, Tapio Helin, et al.. (2020). Identification of molecular cluster evaporation rates, cluster formation enthalpies and entropies by Monte Carlo method. Atmospheric chemistry and physics. 20(24). 15867–15906. 6 indexed citations

14.

Dendooven, P., et al.. (2020). Reconstructing Activity and Attenuation of a Spent Fuel Assembly from Passive Gamma Emission Tomography (PGET) Measurements. 1–3. 1 indexed citations

15.

Helin, Tapio, et al.. (2019). An inverse random source problem in a stochastic fractional diffusion equation. Inverse Problems. 36(4). 45002–45002. 32 indexed citations

16.

Clason, Christian, et al.. (2019). Generalized Modes in Bayesian Inverse Problems. SIAM/ASA Journal on Uncertainty Quantification. 7(2). 652–684. 10 indexed citations

17.

Agapiou, Sergios, Martin Burger, Masoumeh Dashti, & Tapio Helin. (2018). Sparsity-promoting and edge-preserving maximum a posteriori estimators in non-parametric Bayesian inverse problems. Inverse Problems. 34(4). 45002–45002. 18 indexed citations

18.

Louarn, Miska Le, et al.. (2017). Comparison of methods for the reduction of reconstructed layers in atmospheric tomography. Applied Optics. 56(10). 2621–2621. 9 indexed citations

19.

Burger, Martin, et al.. (2017). A variational reconstruction method for undersampled dynamic x-ray tomography based on physical motion models. Inverse Problems. 33(12). 124008–124008. 29 indexed citations

20.

Helin, Tapio, et al.. (2013). A frequency dependent preconditioned wavelet method for atmospheric tomography. 100. 7 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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