Tomasz Kacprzak
- Dark Energy Survey Year 3 results: cosmology with moments of weak lensing mass maps
2021/10/19 by M. Gatti, Gatti, M., Bhuvnesh Jain +205 · 9 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Dark Energy Survey Year 3 results: likelihood-free, simulation-based wCDM inference with neural compression of weak-lensing map statistics
2024/03/04 by N Jeffrey, L Whiteway, Jeffrey, N. +177 · 12 citations
Computer Science · Mathematics · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference
- Dark Energy Survey Year 3 results: simulation-based cosmological inference with wavelet harmonics, scattering transforms, and moments of weak lensing mass maps I: validation on simulations
2023/10/26 by M. Gatti, Gatti, M., N Jeffrey +195 · 8 citations
Mathematics · Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Statistical and numerical algorithms
- Detection of the significant impact of source clustering on higher-order statistics with DES Year 3 weak gravitational lensing data
2023/07/25 by M. Gatti, Gatti, M., N Jeffrey +197 · 4 citations
Earth and Planetary Sciences · Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Geophysics and Gravity Measurements
- DeepLSS: breaking parameter degeneracies in large scale structure with\n deep learning analysis of combined probes
2022/03/17 by Tomasz Kacprzak, Kacprzak, Tomasz, Janis Fluri +1 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Machine Learning (cs.LG) #Radio Astronomy Observations and Technology
- Weak lensing by galaxy troughs in DES Science Verification data
2015/07/17 by D. Gruen, O. Friedrich, Gruen, D. +180 · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers
2023/10/19 by Daniela Huppenkothen, Huppenkothen, D., Michelle Ntampaka +40 · 2 citations
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #SAS software applications and methods
- UFig v1: The ultra-fast image generator
2024/12/11 by Silvan Fischbacher, Beatrice Moser, Fischbacher, Silvan +19 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Image Processing Techniques and Applications #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Medical Image Segmentation Techniques