Tomasz Kacprzak

SHAM-OT: Rapid Subhalo Abundance Matching with Optimal Transport

#1

(Feb 24, 2025)

e-Print:
- 2502.17553 [astro-ph.CO]

pdf

reference search0 citations

Interpretability of deep-learning methods applied to large-scale structure surveys

#2

Gaspard Aymerich
(
- Orsay, IAS and
- AIM, Saclay
)
,
Tomasz Kacprzak
(
- ETH, Zurich (main) and
- PSI, Villigen
)
,
Alexandre Refregier
(
- Zurich, ETH
)

(Jan 30, 2025)

e-Print:
- 2501.18333 [astro-ph.CO]

pdf

reference search0 citations

GalSBI: Phenomenological galaxy population model for cosmology using simulation-based inference

#3

Silvan Fischbacher
(
- ETH, Zurich (main)
)
,
Tomasz Kacprzak
(
- PSI, Villigen
)
,
Luca Tortorelli
(
- Munich, Max Planck Inst. and
- LMU Munich (main)
)
,
Beatrice Moser
(
- ETH, Zurich (main)
)
,
Alexandre Refregier
(
- ETH, Zurich (main)
)

et al.

(Dec 11, 2024)

e-Print:
- 2412.08701 [astro-ph.CO]

pdf

reference search3 citations

\texttt{UFig v1}

: The ultra-fast image generator

#4

et al.

(Dec 11, 2024)

e-Print:
- 2412.08716 [astro-ph.IM]

pdf

reference search1 citation

\texttt{galsbi}

: A Python package for the GalSBI galaxy population model

#5

et al.

(Dec 11, 2024)

e-Print:
- 2412.08722 [astro-ph.CO]

pdf

reference search3 citations

Dark Energy Survey Year 3 results: Simulation-based cosmological inference with wavelet harmonics, scattering transforms, and moments of weak lensing mass maps. II. cosmological results

#6

DES

Collaboration

•

M. Gatti
(
- UPenn, Philadelphia
)

et al.

(May 17, 2024)

Published in:
- Phys.Rev.D 111 (2025) 6, 063504
•
e-Print:
- 2405.10881 [astro-ph.CO]

linksDOI

reference search12 citations

Dark energy survey year 3 results: likelihood-free, simulation-based wCDM inference with neural compression of weak-lensing map statistics

#7

DES

Collaboration

•

N. Jeffrey
(
- University Coll. London
)

et al.

(Mar 4, 2024)

Published in:
- Mon.Not.Roy.Astron.Soc. 536 (2024) 2, 1303-1322
•
e-Print:
- 2403.02314 [astro-ph.CO]

DOI

reference search34 citations

Simulation-based inference of deep fields: galaxy population model and redshift distributions

#8

et al.

(Jan 12, 2024)

Published in:
- JCAP 05 (2024) 049
•
e-Print:
- 2401.06846 [astro-ph.CO]

DOI

reference search10 citations

Dark Energy Survey Year 3 results: Simulation-based cosmological inference with wavelet harmonics, scattering transforms, and moments of weak lensing mass maps. Validation on simulations

#9

DES

Collaboration

•

M. Gatti
(
- UPenn, Philadelphia
)

et al.

(Oct 26, 2023)

Published in:
- Phys.Rev.D 109 (2024) 6, 063534
•
e-Print:
- 2310.17557 [astro-ph.CO]

linksDOI

reference search28 citations

Fast forward modelling of galaxy spatial and statistical distributions

#10

et al.

(Oct 23, 2023)

Published in:
- JCAP 04 (2024) 023
•
e-Print:
- 2310.15223 [astro-ph.GA]

pdfDOI

reference search3 citations

12 × 2 pt combined probes: pipeline, neutrino mass, and data compression

#11

(Sep 6, 2023)

Published in:
- JCAP 01 (2024) 042
•
e-Print:
- 2309.03258 [astro-ph.CO]

DOI

reference search7 citations

Beyond the 3rd moment: a practical study of using lensing convergence CDFs for cosmology with DES Y3

#12

DES

Collaboration

•

D. Anbajagane
(
- Chicago U., Astron. Astrophys. Ctr. and
- Chicago U., KICP
)

et al.

(Aug 7, 2023)

Published in:
- Mon.Not.Roy.Astron.Soc. 526 (2023) 4, 5530-5554
•
e-Print:
- 2308.03863 [astro-ph.CO]

linksDOI

reference search21 citations

Detection of the significant impact of source clustering on higher order statistics with DES Year 3 weak gravitational lensing data

#13

DES

Collaboration

•

M. Gatti
(
- Pennsylvania U.
)

et al.

(Jul 25, 2023)

Published in:
- Mon.Not.Roy.Astron.Soc. 527 (2024) 1, L115-L121
•
e-Print:
- 2307.13860 [astro-ph.CO]

linksDOI

reference search18 citations

Cosmology from Galaxy Redshift Surveys with PointNet

#14

et al.

(Nov 22, 2022)

e-Print:
- 2211.12346 [astro-ph.CO]

pdf

reference search12 citations

CosmoGridV1: a simulated 𝗐CDM theory prediction for map-level cosmological inference

#15

(Sep 10, 2022)

Published in:
- JCAP 02 (2023) 050
•
e-Print:
- 2209.04662 [astro-ph.CO]

DOI

reference search28 citations

Assessing theoretical uncertainties for cosmological constraints from weak lensing surveys

#16

Ting Tan
(
- LPNHE, Paris and
- Zurich, ETH
)
,
Dominik Zuercher
(
- Zurich, ETH
)
,
Janis Fluri
(
- Zurich, ETH
)
,
Alexandre Refregier
(
- Zurich, ETH
)
,
Federica Tarsitano
(
- Zurich, ETH
)

et al.

(Jul 7, 2022)

Published in:
- Mon.Not.Roy.Astron.Soc. 522 (2023) 3, 3766-3783
•
e-Print:
- 2207.03598 [astro-ph.CO]

DOI

reference search3 citations

Redshift requirements for cosmic shear with intrinsic alignment

#17

(Jul 4, 2022)

Published in:
- JCAP 01 (2023) 033
•
e-Print:
- 2207.01627 [astro-ph.CO]

DOI

reference search18 citations

Constraining the baryonic feedback with cosmic shear using the DES Year-3 small-scale measurements

#18

DES

Collaboration

•

A. Chen
(
- U. Michigan, Ann Arbor and
- Tokyo U., IPMU
)

et al.

(Jun 17, 2022)

Published in:
- Mon.Not.Roy.Astron.Soc. 518 (2023) 4, 5340-5355
•
e-Print:
- 2206.08591 [astro-ph.CO]

DOI

reference search35 citations

Towards a full wCDM map-based analysis for weak lensing surveys

#19

et al.

(Jun 3, 2022)

Published in:
- Mon.Not.Roy.Astron.Soc. 525 (2023) 1, 761-784
•
e-Print:
- 2206.01450 [astro-ph.CO]

DOI

reference search20 citations

DeepLSS: Breaking Parameter Degeneracies in Large-Scale Structure with Deep-Learning Analysis of Combined Probes

#20

(Mar 17, 2022)

Published in:
- Phys.Rev.X 12 (2022) 3, 031029
•
e-Print:
- 2203.09616 [astro-ph.CO]

pdfDOI

reference search24 citations

Full wCDM analysis of KiDS-1000 weak lensing maps using deep learning

#21

et al.

(Jan 19, 2022)

Published in:
- Phys.Rev.D 105 (2022) 8, 083518
•
e-Print:
- 2201.07771 [astro-ph.CO]

pdfDOI

reference search52 citations

A tomographic spherical mass map emulator of the KiDS-1000 survey using conditional generative adversarial networks

#22

(Dec 23, 2021)

Published in:
- JCAP 12 (2022) 013,
- JCAP 12 (2022) 013
•
e-Print:
- 2112.12741 [astro-ph.CO]

DOI

reference search11 citations

Rapid simulations of halo and subhalo clustering

#23

et al.

(Dec 15, 2021)

Published in:
- JCAP 11 (2022) 002
•
e-Print:
- 2112.08389 [astro-ph.CO]

pdfDOI

reference search8 citations

The DES view of the Eridanus supervoid and the CMB cold spot

#24

DES

Collaboration

•

A. Kovács
(
- IAC, La Laguna and
- Laguna U., Tenerife
)

et al.

(Dec 14, 2021)

Published in:
- Mon.Not.Roy.Astron.Soc. 510 (2022) 1, 216-229
•
e-Print:
- 2112.07699 [astro-ph.CO]

DOI

reference search25 citations

Dark energy survey year 3 results: Cosmology with peaks using an emulator approach

#25

DES

Collaboration

•

D. Zürcher
(
- Zurich, ETH
)

et al.

(Oct 19, 2021)

Published in:
- Mon.Not.Roy.Astron.Soc. 511 (2022) 2, 2075-2104
•
e-Print:
- 2110.10135 [astro-ph.CO]

linksDOI

reference search68 citations

Tomasz Kacprzak(
Zurich, ETH
)

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Tomasz Kacprzak(Zurich, ETH)

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Tomasz Kacprzak(
Zurich, ETH
)