Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Dive into the research topics where Arwa Dabbech 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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HyperAIRI: A Plug-and-play Algorithm for Precise Hyperspectral Image Reconstruction in Radio Interferometry
Tang, C., Dabbech, A., Jackson, A. & Wiaux, Y., Mar 2026, In: The Astrophysical Journal Supplement. 283, 1, 9.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Downloads (Pure) -
RAndom PHased Arrays for data dimensionality reduction in radio astronomy (RAPHA): from compressed acquisition to image formation
Chu, C. S., Leblanc, O., Jacques, L., Dabbech, A. & Wiaux, Y., 2026, (In preparation) In: The Astrophysical Journal Supplement.Research output: Contribution to journal › Article › peer-review
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Hyperspectral Imaging at Scale with Parallel DNN-based Regularization in Radio Astronomy
Tang, C., Dabbech, A., Jackson, A. & Wiaux, Y., 22 Sept 2025, 2025 IEEE International Conference on Cluster Computing Workshops (CLUSTER Workshops). IEEE, 11164208Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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 AccessFile13 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)110 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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uSARA and AIRI reconstructions of selected ASKAP observations
Wilber, A. (Creator), Dabbech, A. (Creator), Terris, M. (Contributor), Jackson, A. (Contributor) & Wiaux, Y. (Contributor), Heriot-Watt University, 21 Jan 2023
DOI: 10.17861/5a60f25b-d43b-4807-ba02-a69bc460db03
Dataset
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AIRI denoiser shelves for PnP algorithms in high-dynamic range astronomical imaging
Tang, C. (Creator), Terris, M. (Creator), Dabbech, A. (Contributor), Jackson, A. (Contributor) & Wiaux, Y. (Creator), Heriot-Watt University, Mar 2024
DOI: 10.17861/aa1f43ee-2950-4fce-9140-5ace995893b0
Dataset