Latest Research @ BASP

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

Our latest publications can be found below:

CLEANing Cygnus A deep and fast with R2D2
Dabbech, A., Aghabiglou, A., Chu, C. S. & Wiaux, Y., 23 Apr 2024, (Accepted/In press) In: Astrophysical Journal Letters.
Research output: Contribution to journal › Article › peer-review
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D2
Chen, Y., Tang, C., Aghabiglou, A., Chu, C. S. & Wiaux, Y., 14 Mar 2024, (Submitted) Proceedings of EUSIPCO 2024. 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., Mar 2024, (Submitted) In: Astrophysical Journal Supplement.
Research output: Contribution to journal › Article › peer-review
R2D2 image reconstruction with model uncertainty quantification in radio astronomy
Aghabiglou, A., Chu, C. S., Dabbech, A. & Wiaux, Y., Mar 2024, (Submitted) 32nd European Signal Processing Conference (EUSIPCO). IEEE
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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
Image reconstruction algorithms in radio interferometry: From handcrafted to learned regularization denoisers
Terris, M., Dabbech, A., Tang, C. & Wiaux, Y., Jan 2023, In: Monthly Notices of the Royal Astronomical Society. 518, 1, p. 604-622 19 p.
Research output: Contribution to journal › Article › peer-review