Author

S. Genel

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

BINDing the lightcone: A suite of astrophysical ray-traced weak lensing and SZ maps

Recent multiwavelength observations of galaxy group and cluster gas suggest stronger baryonic feedback than our best-calibrated hydrodynamical simulations produce, while modeling this feedback remains a primary source of uncertainty in Stage-IV weak-lensing (WL) analyses. We present a suite of ray-traced maps generated...

Max E. Lee, S. Genel, Z. Haiman et al. · 0 citations

Review Sep 2026

BIND (Baryonic INpainting with Deep learning): A Field-level Emulator for Galaxy Groups and Clusters

BIND (Baryonic INpainting with Deep learning), a conditional flow-matching model that learns a field-level mapping from dark-matter-only halos to their hydrodynamical counterparts, is introduced and extended to thermodynamic fields and non-Gaussian weak-lensing statistics.

Max E. Lee, S. Genel, Z. Haiman et al. · 0 citations

#machine learning Review Sep 2026

Inductive Biases in Field-Level Cosmological Inference from Galaxy Catalogs

Results indicate that peculiar velocities provide the dominant source of $\Omega_m$ information for set-based models in this setting, while spatial information is most effectively used by architectures that explicitly encode galaxy-galaxy relations.

James O. Baldwin, S. Genel, F. Villaescusa-Navarro · 0 citations