Yves Wiaux

3.6k total citations
110 papers, 1.8k citations indexed

About

Yves Wiaux is a scholar working on Astronomy and Astrophysics, Computational Mechanics and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Yves Wiaux has authored 110 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Astronomy and Astrophysics, 42 papers in Computational Mechanics and 37 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Yves Wiaux's work include Sparse and Compressive Sensing Techniques (41 papers), Radio Astronomy Observations and Technology (40 papers) and Advanced MRI Techniques and Applications (19 papers). Yves Wiaux is often cited by papers focused on Sparse and Compressive Sensing Techniques (41 papers), Radio Astronomy Observations and Technology (40 papers) and Advanced MRI Techniques and Applications (19 papers). Yves Wiaux collaborates with scholars based in United Kingdom, Switzerland and France. Yves Wiaux's co-authors include Pierre Vandergheynst, Jason D. McEwen, Jean‐Philippe Thiran, Rafael E. Carrillo, Audrey Repetti, Arwa Dabbech, Laurent Jacques, Gilles Puy, P. Vielva and J. D. McEwen and has published in prestigious journals such as Physical Review Letters, PLoS ONE and The Astrophysical Journal.

In The Last Decade

Yves Wiaux

107 papers receiving 1.7k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Yves Wiaux United Kingdom 27 675 515 485 456 294 110 1.8k
Antonio Marquina Spain 22 438 0.6× 1.2k 2.3× 131 0.3× 1.0k 2.3× 147 0.5× 79 2.8k
Jason D. McEwen United Kingdom 17 507 0.8× 222 0.4× 85 0.2× 285 0.6× 80 0.3× 63 1.0k
J. Bobin France 18 370 0.5× 471 0.9× 81 0.2× 604 1.3× 269 0.9× 72 1.7k
Christopher A. Metzler United States 17 511 0.8× 483 0.9× 160 0.3× 449 1.0× 354 1.2× 48 1.8k
A. Bijaoui France 19 507 0.8× 155 0.3× 92 0.2× 751 1.6× 118 0.4× 80 1.7k
D.M. Healy United States 16 85 0.1× 279 0.5× 218 0.4× 1.1k 2.3× 212 0.7× 32 2.0k
E. E. Fenimore United States 28 2.0k 3.0× 92 0.2× 476 1.0× 227 0.5× 341 1.2× 132 3.3k
Satyanad Kichenassamy France 18 185 0.3× 180 0.3× 135 0.3× 615 1.3× 84 0.3× 53 1.6k
Thorsten Hohage Germany 25 75 0.1× 381 0.7× 255 0.5× 95 0.2× 521 1.8× 73 2.0k
June‐Yub Lee South Korea 20 53 0.1× 442 0.9× 132 0.3× 119 0.3× 255 0.9× 47 1.6k

Countries citing papers authored by Yves Wiaux

Since Specialization
Citations

This map shows the geographic impact of Yves Wiaux'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 Yves Wiaux with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yves Wiaux more than expected).

Fields of papers citing papers by Yves Wiaux

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yves Wiaux. 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 Yves Wiaux. The network helps show where Yves Wiaux may publish in the future.

Co-authorship network of co-authors of Yves Wiaux

This figure shows the co-authorship network connecting the top 25 collaborators of Yves Wiaux. A scholar is included among the top collaborators of Yves Wiaux 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 Yves Wiaux. Yves Wiaux is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Dabbech, Arwa, et al.. (2025). Toward a Robust R2D2 Paradigm for Radio-interferometric Imaging: Revisiting Deep Neural Network Training and Architecture. The Astrophysical Journal Supplement Series. 280(2). 63–63.
2.
Terris, Matthieu, Chao Tang, William Henry Jackson, & Yves Wiaux. (2025). The AIRI plug-and-play algorithm for image reconstruction in radio-interferometry: variations and robustness. Monthly Notices of the Royal Astronomical Society. 537(2). 1608–1619. 2 indexed citations
3.
Dabbech, Arwa, et al.. (2024). CLEANing Cygnus A Deep and Fast with R2D2. The Astrophysical Journal Letters. 966(2). L34–L34. 8 indexed citations
4.
Dabbech, Arwa, et al.. (2024). The R2D2 Deep Neural Network Series Paradigm for Fast Precision Imaging in Radio Astronomy. The Astrophysical Journal Supplement Series. 273(1). 3–3. 11 indexed citations
5.
Dabbech, Arwa, et al.. (2023). Scalable precision wide-field imaging in radio interferometry – II. AIRI validated on ASKAP data. Monthly Notices of the Royal Astronomical Society. 522(4). 5576–5587. 11 indexed citations
6.
Dabbech, Arwa, et al.. (2023). Scalable precision wide-field imaging in radio interferometry: I. uSARA validated on ASKAP data. Monthly Notices of the Royal Astronomical Society. 522(4). 5558–5575. 8 indexed citations
7.
Dabbech, Arwa, et al.. (2022). Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA) – II. Code and real data proof of concept. Monthly Notices of the Royal Astronomical Society. 521(1). 20–34. 6 indexed citations
8.
Dabbech, Arwa, Matthieu Terris, William Henry Jackson, et al.. (2022). First AI for Deep Super-resolution Wide-field Imaging in Radio Astronomy: Unveiling Structure in ESO 137-006. The Astrophysical Journal Letters. 939(1). L4–L4. 21 indexed citations
9.
Repetti, Audrey, et al.. (2021). Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors. arXiv (Cornell University). 1 indexed citations
10.
Fang, Ming, Angela Di Fulvio, Stephen McLaughlin, et al.. (2021). Bayesian Activity Estimation and Uncertainty Quantification of Spent Nuclear Fuel Using Passive Gamma Emission Tomography. Journal of Imaging. 7(10). 212–212. 3 indexed citations
11.
Repetti, Audrey, et al.. (2019). Greedy approximate projection for magnetic resonance fingerprinting with partial volumes. Inverse Problems. 36(3). 35015–35015. 5 indexed citations
12.
Besson, Adrien, et al.. (2018). Fast Non-stationary Deconvolution in Ultrasound Imaging. IEEE Transactions on Computational Imaging. 2 indexed citations
13.
McEwen, J. D., Stephen M. Feeney, Hiranya V. Peiris, et al.. (2017). Wavelet-Bayesian inference of cosmic strings embedded in the cosmic microwave background. Monthly Notices of the Royal Astronomical Society. 472(4). 4081–4098. 17 indexed citations
14.
Besson, Adrien, François Varray, Hervé Liebgott, et al.. (2016). A Sparse Reconstruction Framework for Fourier-Based Plane-Wave Imaging. IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control. 63(12). 2092–2106. 35 indexed citations
15.
McEwen, Jason D., et al.. (2015). A Novel Sampling Theorem on the Rotation Group. IEEE Signal Processing Letters. 22(12). 2425–2429. 18 indexed citations
16.
Auría, Anna, Rafael E. Carrillo, Jean‐Philippe Thiran, & Yves Wiaux. (2013). Tensor optimization for optical-interferometric imaging. Monthly Notices of the Royal Astronomical Society. 437(3). 2083–2091. 5 indexed citations
17.
Wiaux, Yves, et al.. (2011). Compressed sensing for radio interferometric imaging: review and future. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1313–1316.
18.
Hammond, David K., Yves Wiaux, & Pierre Vandergheynst. (2009). Wavelet domain Bayesian denoising of string signal in the cosmic microwave background. Monthly Notices of the Royal Astronomical Society. 398(3). 1317–1332. 13 indexed citations
19.
McEwen, Jason D., P. Vielva, Yves Wiaux, et al.. (2007). Cosmological Applications of a Wavelet Analysis on the Sphere. Journal of Fourier Analysis and Applications. 13(4). 495–510. 34 indexed citations
20.
Wiaux, Yves, Laurent Jacques, & Pierre Vandergheynst. (2005). Fast spin +-2 spherical harmonics transforms. Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)). 4 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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