Research output per year
Research output per year
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Dive into the research topics where Amir Aghabiglou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Transformer-based scalable DNN series for interferometric imaging with R2D2
Aghabiglou, A., Tang, C., Chu, C. S., Dabbech, A. & Wiaux, Y., 2026, (In preparation) In: The Astrophysical Journal Supplement.Research output: Contribution to journal › Article › peer-review
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S-R2D2: a spherical extension of the R2D2 deep neural network series paradigm for wide-field radio-interferometric imaging
Tajja, A., Aghabiglou, A., Tolley, E., Kneib, J.-P., Thiran, J.-P. & Wiaux, Y., Sept 2025, In: Monthly Notices of the Royal Astronomical Society. 542, 1, p. 426-442 17 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Downloads (Pure) -
Toward a Robust R2D2 Paradigm for Radio-interferometric Imaging: Revisiting Deep Neural Network Training and Architecture
Aghabiglou, A., Chu, C. S., Tang, C., Dabbech, A. & Wiaux, Y., Oct 2025, In: The Astrophysical Journal Supplement. 280, 2, 63.Research output: Contribution to journal › Article › peer-review
Open AccessFile16 Downloads (Pure) -
CLEANing Cygnus A deep and fast with R2D2
Dabbech, A., Aghabiglou, A., Chu, C. S. & Wiaux, Y., 10 May 2024, In: Astrophysical Journal Letters. 966, 2, L34.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Link opens in a new tab Citations (Scopus)111 Downloads (Pure) -
R2D2 image reconstruction with model uncertainty quantification in radio astronomy
Aghabiglou, A., Chu, C. S., Dabbech, A. & Wiaux, Y., 23 Oct 2024, 32nd European Signal Processing Conference (EUSIPCO). IEEE, p. 1926-1931 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile125 Downloads (Pure)
Datasets
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Robust R2D2 DNN series for monochromatic intensity imaging with VLA
Aghabiglou, A. (Creator), Chu, C. S. (Creator), Tang, C. (Creator), Dabbech, A. (Creator) & Wiaux, Y. (Creator), Heriot-Watt University, 15 Jan 2025
DOI: 10.17861/e3060b95-4fe6-4b61-9f72-d77653c305bb
Dataset
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R2D2 deep neural network series for radio-interferometric imaging
Aghabiglou, A. (Creator), Chu, C. S. (Creator), Dabbech, A. (Contributor) & Wiaux, Y. (Creator), Heriot-Watt University, 12 Feb 2024
DOI: 10.17861/99cbe654-5071-4625-b59d-a26c790cbeb4
Dataset
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When R2D2 meets Cygnus A
Aghabiglou, A. (Contributor), Chu, C. S. (Contributor), Jackson, A. (Contributor), Dabbech, A. (Creator) & Wiaux, Y. (Creator), Heriot-Watt University, Sept 2023
DOI: 10.17861/99b62a21-204d-4a54-89da-07d7f74be741, https://doi.org/10.17861/a48e7cbb-88e8-42ac-a60b-3f7d65143622
Dataset
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Cygnus A reconstructions at S band with R2D2
Dabbech, A. (Creator), Aghabiglou, A. (Creator), Chu, C. S. (Creator) & Wiaux, Y. (Creator), Heriot-Watt University, Apr 2024
DOI: 10.17861/76034345-9e4d-488f-9558-3bd7674f41ee
Dataset