Seljak, Uros
- The DESI Experiment Part I: Science,Targeting, and Survey Design
2016/10/31 by DESI Collaboration, Aghamousa, Amir, Aguilar, Jessica +290 · 87 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- The DESI Experiment Part II: Instrument Design
2016/10/31 by Amir Aghamousa, DESI Collaboration, Aghamousa, Amir +387 · 34 citations
Physics and Astronomy · #Adaptive optics and wavefront sensing #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- pocoMC: A Python package for accelerated Bayesian inference in astronomy and cosmology
2022/07/12 by Minas Karamanis, David Nabergoj, Karamanis, Minas +7 · 8 citations
Computer Science · Mathematics · #Computational Physics (physics.comp-ph) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Statistical Distribution Estimation and Applications #Statistical Methods and Bayesian Inference
- A Spectroscopic Road Map for Cosmic Frontier: DESI, DESI-II, Stage-5
2022/09/08 by Schlegel, David J., Ferraro, Simone, Aldering, Greg +62 · 7 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex)
- Field-Level Inference with Microcanonical Langevin Monte Carlo
2023/07/18 by Adrian E. Bayer, Uroš Seljak, Bayer, Adrian E. +3 · 8 citations
Computer Science · Mathematics · Physics and Astronomy · #Computation (stat.CO) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Scientific Research and Discoveries #Statistics and Probability (physics.data-an)
- FlowPM: Distributed TensorFlow Implementation of the FastPM Cosmological N-body Solver
2020/10/22 by Modi, Chirag, Lanusse, Francois, Seljak, Uros · 3 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Unsupervised in-distribution anomaly detection of new physics through conditional density estimation
2020/12/21 by Stein, George, Seljak, Uros, Dai, Biwei · 3 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Multiscale Flow for Robust and Optimal Cosmological Analysis
2023/06/07 by Biwei Dai, Dai, Biwei, Uroš Seljak +1 · 3 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- The Spectroscopic Stage-5 Experiment
2025/03/10 by Robert Besuner, Arjun Dey, Besuner, Robert +192 · 10 citations
Chemistry · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Spectroscopy and Laser Applications
- 21 cm Intensity Mapping
2009/02/18 by J. B. Peterson, Peterson, Jeffrey B., R. Aleksan +77 · 1 citation
Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Radio Astronomy Observations and Technology
- The MegaMapper: A Stage-5 Spectroscopic Instrument Concept for the Study of Inflation and Dark Energy
2022/09/09 by Schlegel, David J., Kollmeier, Juna A., Aldering, Greg +86 · 2 citations
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Sliced Iterative Normalizing Flows
2020/07/01 by Biwei Dai, Dai, Biwei, Uroš Seljak +1 · 1 citation
Computer Science · Physics and Astronomy · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Astro2020 APC White Paper: The MegaMapper: a z > 2 spectroscopic instrument for the study of Inflation and Dark Energy
2019/07/25 by Schlegel, David J., Kollmeier, Juna A., Aldering, Greg +74 · 1 citation
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Deterministic Langevin Monte Carlo with Normalizing Flows for Bayesian Inference
2022/05/27 by Grumitt, Richard D. P., Dai, Biwei, Seljak, Uros · 1 citation
#62-08 #Computation (stat.CO) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- Local Primordial non-Gaussian Bias from Time Evolution
2025/03/27 by James M. Sullivan, Sullivan, James M., Uroš Seljak +1 · 2 citations
Economics, Econometrics and Finance · Physics and Astronomy · #Complex Systems and Time Series Analysis #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Statistical Mechanics and Entropy