Papers

2025

• Kabalan, W., Lanusse, F., Boucaud, A., and Aubourg, E. 2025. jaxDecomp: JAX Library for 3D Domain Decomposition and Parallel FFTs. Submitted to JOSS.

• Kabalan, W., Lanusse, F., Boucaud, A., and Aubourg, E. 2025. JAXPM: A JAX-Based Framework for Scalable and Differentiable Particle Mesh Simulations. In preparation.

• Kabalan, W., Rizzieri, A., Sohn, W., Beringue, B., Basyrov, A., Chanial, P., Boucaud, A., and Errard, J. 2025. A novel approach to optimize clustering for parametric map-based component separation for upcoming CMB polarization satellites. In preparation.

2024

• Spagnoletti, A., Boucaud, A., Huertas-Company, M., Kabalan, W., and Biswas, B. 2024. Bayesian Deconvolution of Astronomical Images with Diffusion Models: Quantifying Prior-Driven Features in Reconstructions. arXiv:2411.19158 [astro-ph.IM].

• Sommer, K., Kabalan, W., and Brunet, R. 2024. Infrared Radiometric Image Classification and Segmentation of Cloud Structure Using Deep-learning Framework for Ground-based Infrared Thermal Camera Observations. EGUsphere Preprint 2024-101. https://doi.org/10.5194/egusphere-2024-101.