Janis Fluri

Cosmological constraints with deep learning from KiDS-450 weak lensing maps

Janis Fluri, Tomasz Kacprzak, Aurélien Lucchi et al. · Physical review. D/Physical review. D. · 2019 · 140 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Fast cosmic web simulations with generative adversarial networks

Andrés C. Rodríguez, Tomasz Kacprzak, Aurélien Lucchi et al. · Repository for Publications and Research Data (ETH Zurich) · 2018 · 93 citations · Full text

Cosmological constraints from noisy convergence maps through deep learning

Janis Fluri, T. Kacprzak, Alexandre Réfrégier et al. · Physical review. D/Physical review. D. · 2018 · 81 citations · Full text

Dark Energy Survey Year 3 results: Cosmology with peaks using an\n emulator approach

D. Zürcher, Janis Fluri, Raphaël Sgier et al. · arXiv (Cornell University) · 2021 · 70 citations · Full text

Cosmological forecast for non-Gaussian statistics in large-scale weak lensing surveys

D. Zürcher, Janis Fluri, Raphaël Sgier et al. · Journal of Cosmology and Astroparticle Physics · 2021 · 60 citations · Full text