Literature Search

Towards cosmological inference on unlabeled out-of-distribution HI observational data

#1

(Nov 15, 2024)

Published in:
- Astrophys.Space Sci. 370 (2025) 2, 14
•
e-Print:
- 2411.10515 [astro-ph.IM]

Toward Implementation of the Pressure-regulated, Feedback-modulated Model of Star Formation in Cosmological Simulations: Methods and Application to TNG

#2

et al.

(Sep 13, 2024)

Published in:
- Astrophys.J. 975 (2024) 1, 151
•
e-Print:
- 2409.09121 [astro-ph.GA]

DOI

reference search1 citation

Cosmological multifield emulator

#3

(Feb 16, 2024)

e-Print:
- 2402.10997 [astro-ph.CO]

pdf

reference search1 citation

HIDM: Emulating Large Scale HI Maps using Score-based Diffusion Models

#4

(Nov 1, 2023)

Contribution to:
- NeurIPS 2023
•
e-Print:
- 2311.00833 [astro-ph.CO]

pdf

reference search1 citation

Latent space representations of cosmological fields

#5

(Nov 1, 2023)

Contribution to:
- NeurIPS 2023
•
e-Print:
- 2311.00799 [astro-ph.CO]

pdf

reference search0 citations

A Hierarchy of Normalizing Flows for Modelling the Galaxy-Halo Relationship

#6

et al.

(Jul 13, 2023)

e-Print:
- 2307.06967 [astro-ph.GA]

pdf

reference search2 citations

An Exploration of AGN and Stellar Feedback Effects in the Intergalactic Medium via the Low-redshift Lyα Forest

#7

et al.

(Jul 12, 2023)

Published in:
- Astron.J. 166 (2023) 6, 228
•
e-Print:
- 2307.06360 [astro-ph.GA]

DOI

reference search13 citations

JWST Constraints on the UV Luminosity Density at Cosmic Dawn: Implications for 21 cm Cosmology

#8

Sultan Hassan
(
- New York U., CCPP and
- CCA, New York and
- Western Cape U.
)
,
Christopher C. Lovell
(
- Portsmouth U., ICG and
- Sussex U., Astron. Ctr.
)
,
Piero Madau
(
- UC, Santa Cruz (main)
)
,
Marc Huertas-Company
(
- IAC, La Laguna and
- Laguna U., Tenerife and
- LERMA, Ivry
)
,
Rachel S. Somerville
(
- CCA, New York
)

et al.

(May 4, 2023)

Published in:
- Astrophys.J.Lett. 958 (2023) 1, L3
•
e-Print:
- 2305.02703 [astro-ph.CO]

DOI

reference search17 citations

Emulating radiation transport on cosmological scale using a denoising Unet

#9

(Mar 21, 2023)

e-Print:
- 2303.12065 [astro-ph.CO]

pdf

reference search2 citations

Invertible mapping between fields in CAMELS

#10

(Mar 13, 2023)

e-Print:
- 2303.07473 [astro-ph.CO]

pdf

reference search4 citations

HIGlow: Conditional Normalizing Flows for High-Fidelity HI Map Modeling

#11

(Nov 23, 2022)

e-Print:
- 2211.12724 [astro-ph.CO]

pdf

reference search7 citations

Emulating cosmological multifields with generative adversarial networks

#12

(Nov 9, 2022)

Contribution to:
- ml4ps2022
•
e-Print:
- 2211.05000 [astro-ph.CO]

pdf

reference search5 citations

Towards a non-Gaussian Generative Model of large-scale Reionization Maps

#13

(Oct 25, 2022)

Contribution to:
- ml4ps2022
•
e-Print:
- 2210.14273 [astro-ph.CO]

pdf

reference search1 citation

Bridging the Gap between Cosmic Dawn and Reionization Favors Models Dominated by Faint Galaxies

#14

et al.

(Sep 28, 2022)

Published in:
- Astrophys.J. 959 (2023) 1, 2
•
e-Print:
- 2209.14312 [astro-ph.CO]

DOI

reference search10 citations

Predictive uncertainty on astrophysics recovery from multifield cosmology

#15

(Aug 18, 2022)

Published in:
- JCAP 06 (2023) 051
•
e-Print:
- 2208.08927 [astro-ph.CO]

pdfDOI

reference search1 citation

Wavelet Moments for Cosmological Parameter Estimation

#16

et al.

(Apr 15, 2022)

e-Print:
- 2204.07646 [astro-ph.CO]

pdf

reference search44 citations

The CAMELS Project: Public Data Release

#17

CAMELS

Collaboration

•

Francisco Villaescusa-Navarro
(
- CCA, New York and
- Princeton U.
)

et al.

(Jan 4, 2022)

Published in:
- Astrophys.J.Suppl. 265 (2023) 2, 54
•
e-Print:
- 2201.01300 [astro-ph.CO]

DOI

reference search61 citations

HIFlow: Generating Diverse Hi Maps and Inferring Cosmology while Marginalizing over Astrophysics Using Normalizing Flows

#18

et al.

(Oct 6, 2021)

Published in:
- Astrophys.J. 937 (2022) 2, 83
•
e-Print:
- 2110.02983 [astro-ph.CO]

DOI

reference search32 citations

The CAMELS Multifield Data Set: Learning the Universe’s Fundamental Parameters with Artificial Intelligence

#19

CAMELS

Collaboration

•

Francisco Villaescusa-Navarro
(
- Princeton U., Astrophys. Sci. Dept. and
- CCA, New York
)

et al.

(Sep 22, 2021)

Published in:
- Astrophys.J.Supp. 259 (2022) 2, 61
•
e-Print:
- 2109.10915 [cs.LG]

DOI

reference search58 citations

Robust marginalization of baryonic effects for cosmological inference at the field level

#20

Francisco Villaescusa-Navarro
(
- Princeton U., Astrophys. Sci. Dept. and
- CCA, New York
)
,
Shy Genel
(
- CCA, New York and
- Columbia U.
)
,
Daniel Angles-Alcazar
(
- CCA, New York and
- Connecticut U.
)
,
David N. Spergel
(
- Princeton U., Astrophys. Sci. Dept. and
- CCA, New York
)
,
Yin Li
(
- CCA, New York
)

et al.

(Sep 21, 2021)

e-Print:
- 2109.10360 [astro-ph.CO]

pdf

reference search46 citations

Multifield Cosmology with Artificial Intelligence

#21

et al.

(Sep 20, 2021)

e-Print:
- 2109.09747 [astro-ph.CO]

pdf

reference search53 citations

Reionization with Simba: How Much Does Astrophysics Matter in Modeling Cosmic Reionization?

#22

et al.

(Sep 8, 2021)

Published in:
- Astrophys.J. 931 (2022) 1, 62
•
e-Print:
- 2109.03840 [astro-ph.CO]

DOI

reference search12 citations

Hybrid analytic and machine-learned baryonic property insertion into galactic dark matter haloes

#23

(Dec 10, 2020)

Published in:
- Mon.Not.Roy.Astron.Soc. 504 (2021) 3, 4024-4038
•
e-Print:
- 2012.05820 [astro-ph.GA]

pdfDOI

reference search11 citations

The CAMELS project: Cosmology and Astrophysics with MachinE Learning Simulations

#24

CAMELS

Collaboration

•

Francisco Villaescusa-Navarro
(
- Princeton U., Astrophys. Sci. Dept. and
- CCA, New York
)

et al.

(Oct 1, 2020)

Published in:
- Astrophys.J. 915 (2021) 71
•
e-Print:
- 2010.00619 [astro-ph.CO]

pdfDOI

reference search234 citations

Can galaxy evolution mimic cosmic reionization?

#25

(Sep 30, 2020)

Published in:
- Astrophys.J. 908 (2021) 2, 219
•
e-Print:
- 2010.00023 [astro-ph.CO]

pdfDOI

reference search6 citations

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