Fast cosmic web simulations with generative adversarial networks AC Rodriguez, T Kacprzak, A Lucchi, A Amara, R Sgier, J Fluri, ...
Computational Astrophysics and Cosmology 5 (1), 1-11, 2018
144 2018 Cosmological constraints with deep learning from KiDS-450 weak lensing maps J Fluri, T Kacprzak, A Lucchi, A Refregier, A Amara, T Hofmann, ...
Physical Review D 100 (6), 063514, 2019
124 2019 Cosmological constraints from noisy convergence maps through deep learning J Fluri, T Kacprzak, A Refregier, A Amara, A Lucchi, T Hofmann
Physical Review D 98 (12), 123518, 2018
80 2018 Cosmological Forecast for non-Gaussian Statistics in large-scale weak Lensing Surveys D Zürcher, J Fluri, R Sgier, T Kacprzak, A Refregier
Journal of Cosmology and Astroparticle Physics 2021 (01), 028, 2021
57 2021 Dark energy survey year 3 results: Cosmology with peaks using an emulator approach D Zürcher, J Fluri, R Sgier, T Kacprzak, M Gatti, C Doux, L Whiteway, ...
Monthly Notices of the Royal Astronomical Society 511 (2), 2075-2104, 2022
53 2022 Full analysis of KiDS-1000 weak lensing maps using deep learning J Fluri, T Kacprzak, A Lucchi, A Schneider, A Refregier, T Hofmann
Physical Review D 105 (8), 083518, 2022
35 2022 Weak lensing peak statistics in the era of large scale cosmological surveys J Fluri, T Kacprzak, R Sgier, A Refregier, A Amara
Journal of Cosmology and Astroparticle Physics 2018 (10), 051, 2018
31 2018 CosmoGridV1: a simulated 𝗐CDM theory prediction for map-level cosmological inference T Kacprzak, J Fluri, A Schneider, A Refregier, J Stadel
Journal of Cosmology and Astroparticle Physics 2023 (02), 050, 2023
19 2023 Deeplss: Breaking parameter degeneracies in large-scale structure with deep-learning analysis of combined probes T Kacprzak, J Fluri
Physical Review X 12 (3), 031029, 2022
15 2022 Cosmological parameter estimation and inference using deep summaries J Fluri, T Kacprzak, A Refregier, A Lucchi, T Hofmann
Physical Review D 104 (12), 123526, 2021
14 2021 Fast lightcones for combined cosmological probes R Sgier, J Fluri, J Herbel, A Réfrégier, A Amara, T Kacprzak, A Nicola
Journal of Cosmology and Astroparticle Physics 2021 (02), 047, 2021
13 2021 Predicting cosmological observables with PyCosmo F Tarsitano, U Schmitt, A Refregier, J Fluri, R Sgier, A Nicola, J Herbel, ...
Astronomy and Computing 36, 100484, 2021
12 2021 Towards a full w CDM map-based analysis for weak lensing surveys D Zürcher, J Fluri, V Ajani, S Fischbacher, A Refregier, T Kacprzak
Monthly Notices of the Royal Astronomical Society 525 (1), 761-784, 2023
11 2023 Combined 13× 2-point analysis of the Cosmic Microwave Background and Large-Scale Structure: implications for the S8-tension and neutrino mass constraints R Sgier, C Lorenz, A Refregier, J Fluri, D Zürcher, F Tarsitano
arXiv preprint arXiv:2110.03815, 2021
10 2021 A tomographic spherical mass map emulator of the KiDS-1000 survey using conditional generative adversarial networks TWH Yiu, J Fluri, T Kacprzak
Journal of Cosmology and Astroparticle Physics 2022 (12), 013, 2022
5 2022 Symbolic implementation of extensions of the PyCosmo Boltzmann solver B Moser, CS Lorenz, U Schmitt, A Refregier, J Fluri, R Sgier, F Tarsitano, ...
Astronomy and Computing 40, 100603, 2022
5 2022 Assessing theoretical uncertainties for cosmological constraints from weak lensing surveys T Tan, D Zürcher, J Fluri, A Refregier, F Tarsitano, T Kacprzak
Monthly Notices of the Royal Astronomical Society 522 (3), 3766-3783, 2023
3 2023 Cosmological Parameter Inference with Deep Learning J Fluri
ETH Zurich, 2022
2022 A tomographic spherical mass map emulator of the KiDS-1000 survey using conditional generative adversarial networks T Wing Hei Yiu, J Fluri, T Kacprzak
arXiv e-prints, arXiv: 2112.12741, 2021
2021 Combined -point analysis of the Cosmic Microwave Background and Large-Scale Structure: implications for the -tension and neutrino mass constraints R Sgier, C Lorenz, A Refregier, J Fluri, D Zürcher, F Tarsitano
arXiv preprint arXiv:2110.03815, 2021
2021