Latest Research @ BASP

For full publication record, see Google Scholar Citations or Heriot-Watt Research Portal.

Our latest publications can be found below:

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
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2
Chen, Y., Tang, C., Aghabiglou, A., Chu, C. S. & Wiaux, Y., 23 Oct 2024, 32nd European Signal Processing Conference (EUSIPCO). IEEE, 10714974
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A Multilevel Framework for Accelerating uSARA in Radio-Interferometric Imaging
Lauga, G., Repetti, A., Riccietti, E., Pustelnik, N., Goncalvez, P. & Wiaux, Y., 23 Oct 2024, 32nd European Signal Processing Conference (EUSIPCO). IEEE, p. 2287-2291 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy
Aghabiglou, A., Chu, C. S., Dabbech, A. & Wiaux, Y., Jul 2024, In: Astrophysical Journal: Supplement Series. 273, 1, 3.
Research output: Contribution to journal › Article › peer-review
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
Scalable precision wide-field imaging in radio interferometry: I. uSARA validated on ASKAP data
Wilber, A., Dabbech, A., Jackson, A. & Wiaux, Y., Jul 2023, In: Monthly Notices of the Royal Astronomical Society. 522, 4, p. 5558-5575 18 p., ].
Research output: Contribution to journal › Article › peer-review
Scalable precision wide-field imaging in radio interferometry: II. AIRI validated on ASKAP data
Wilber, A., Dabbech, A., Terris, M., Jackson, A. & Wiaux, Y., Jul 2023, In: Monthly Notices of the Royal Astronomical Society. 522, 4, p. 5576-5587 12 p.
Research output: Contribution to journal › Article › peer-review
Deep Network Series for Large-Scale High-Dynamic Range Imaging
Aghabiglou, A., Terris, M., Jackson, A. & Wiaux, Y., 5 May 2023, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 10094843
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): I. Algorithm and simulations
Thouvenin, P.-A., Abdulaziz, A., Dabbech, A., Repetti, A. & Wiaux, Y., May 2023, In: Monthly Notices of the Royal Astronomical Society. 521, 1, p. 1-19 19 p.
Research output: Contribution to journal › Article › peer-review
Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): II. Code and real data proof of concept
Thouvenin, P.-A., Dabbech, A., Jiang, M., Abdulaziz, A., Thiran, J.-P., Jackson, A. & Wiaux, Y., May 2023, In: Monthly Notices of the Royal Astronomical Society. 521, 1, p. 20–34 15 p.
Research output: Contribution to journal › Article › peer-review