Natàlia Porqueres
- NIFTy 3 – Numerical Information Field Theory: A Python Framework for Multicomponent Signal Inference on HPC Clusters
2019/01/23 by Theo Steininger, Jait Dixit, J. B. Dixit +13 · 8 citations
Earth and Planetary Sciences · Computer Science · #Geophysical and Geoelectrical Methods #Parallel Computing and Optimization Techniques #Error Correcting Code Techniques
- Field-level inference of cosmic shear with intrinsic alignments and baryons
2023/04/10 by Natàlia Porqueres, Porqueres, Natalia, Alan Heavens +7 · 5 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Euclid: Field-level inference of primordial non-Gaussianity and cosmic initial conditions
2024/12/16 by A. H. Andrews, Andrews, A., Jens Jasche +247 · 3 citations
Decision Sciences · Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #demographic modeling and climate adaptation
- Hybrid Summary Statistics
2024/10/10 by T. Lucas Makinen, Makinen, T. Lucas, Ce Sui +7 · 2 citations
Computer Science · #Bayesian Methods and Mixture Models #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an)