Uroš Seljak
- nbodykit: An Open-source, Massively Parallel Toolkit for Large-scale Structure
2018/09/18 by Nick Hand, Yu Feng, Florian Beutler +4 · 14 citations
Materials Science · Mathematics · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Tensor decomposition and applications #Protein Structure and Dynamics
- Microcanonical Hamiltonian Monte Carlo
2022/12/16 by Jakob Robnik, Robnik, Jakob, G. Bruno De Luca +5 · 6 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Theory (hep-th) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Markov Chains and Monte Carlo Methods #Protein Structure and Dynamics #Statistical Mechanics and Entropy
- Field-Level Inference with Microcanonical Langevin Monte Carlo
2023/07/18 by Adrian E. Bayer, Bayer, Adrian E., Uroš Seljak +3 · 6 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)
- Cosmic Visions Dark Energy: Science
2016/04/26 by Scott Dodelson, Katrin Heitmann, Dodelson, Scott +13 · 2 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #Solar and Space Plasma Dynamics
- The Spectroscopic Stage-5 Experiment
2025/03/10 by Robert Besuner, Besuner, Robert, Arjun Dey +192 · 7 citations
Chemistry · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Spectroscopy and Laser Applications
- Periodicity significance testing with null-signal templates: reassessment of PTF's SMBH binary candidates
2024/07/24 by Jakob Robnik, Adrian E. Bayer, Robnik, Jakob +9 · 3 citations
Decision Sciences · Physics and Astronomy · Engineering · #Scientific Measurement and Uncertainty Evaluation #Radioactive Decay and Measurement Techniques #Fault Detection and Control Systems
- Flow Annealed Kalman Inversion for Gradient-Free Inference in Bayesian Inverse Problems
2023/09/20 by R D P Grumitt, Grumitt, Richard D. P., Minas Karamanis +3 · 1 citation
Computer Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference
- Selecting samples of galaxies with fewer Fingers-of-God
2025/01/17 by Antón Baleato Lizancos, Uroš Seljak, Lizancos, Antón Baleato +7 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks
2025/02/10 by Emanuel Sommer, Sommer, Emanuel, Jakob Robnik +7 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Local Primordial non-Gaussian Bias from Time Evolution
2025/03/27 by James M. Sullivan, Uroš Seljak, Sullivan, James M. +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
- Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
2025/03/03 by Jakob Robnik, Reuben Cohn-Gordon, Robnik, Jakob +3 · 1 citation
Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Quantum many-body systems #Theoretical and Computational Physics
- A Multimodal Approach to Star--Galaxy Separation using SPHEREx Spectrophotometry and DESI Legacy Survey Imaging
2026/07/22 by Kendrick Nguyen, Richard M. Feder, Sean Bruton +1
#astro-ph.CO #astro-ph.GA