Kacprzak, Tomasz
- GalSim: The modular galaxy image simulation toolkit
2014/07/29 by Rowe, Barnaby, Jarvis, Mike, Mandelbaum, Rachel +12 · 13 citations
#85-04 #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Cosmological model discrimination with Deep Learning
2017/07/17 by Jorit Schmelzle, Aurélien Lucchi, Schmelzle, Jorit +11 · 3 citations
Computer Science · Mathematics · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Statistical and numerical algorithms
- 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
- DeepSphere: towards an equivariant graph-based spherical CNN
2019/04/08 by Defferrard, Michaël, Perraudin, Nathanaël, Kacprzak, Tomasz +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Cosmological N-body simulations: a challenge for scalable generative\n models
2019/08/15 by Nathanaël Perraudin, Perraudin, Nathanaël, Ankit Srivastava +9 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- GalSBI: Phenomenological galaxy population model for cosmology using simulation-based inference
2024/12/11 by Fischbacher, Silvan, Kacprzak, Tomasz, Tortorelli, Luca +4 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- SHAM-OT: Rapid Subhalo Abundance Matching with Optimal Transport
2025/02/24 by Fischbacher, Silvan, Kacprzak, Tomasz, Valle, Luis Fernando Machado Poletti +1 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- 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