Roberto Ruiz de Austri
- Exact Cross Sections for the Neutralino-Slepton Coannihilation
2002/06/30 by Takeshi Nihei, Leszek Roszkowski, Roberto Ruiz de Austri · 9 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Neutrino Physics Research #Particle physics theoretical and experimental studies #astro-ph #hep-ph
- Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper
2022/03/22 by T. Dorigo, Dorigo, Tommaso, A. Giammanco +69 · 9 citations
Engineering · Medicine · Materials Science · #Nuclear reactor physics and engineering #Radiation Therapy and Dosimetry #Electron and X-Ray Spectroscopy Techniques
- CosmiXs: Cosmic messenger spectra for indirect dark matter searches
2023/12/02 by Chiara Arina, Mattia Di Mauro, Arina, Chiara +9 · 11 citations
Physics and Astronomy · #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Phenomenology (hep-ph) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
- A Markov chain Monte Carlo analysis of the CMSSM
2006/02/28 by Roberto Ruiz de Austri, Roberto Trotta, Leszek Roszkowski · 8 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Dark Matter and Cosmic Phenomena #Particle physics theoretical and experimental studies #astro-ph #hep-ph
- Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models
2025/01/09 by Kristian González Barman, Kristian G. Barman, Sascha Caron +47 · 2 voices · 11 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Scientific Computing and Data Management #Topic Modeling #cs.AI #hep-ph #physics.comp-ph #physics.data-an #physics.hist-ph
- Gradient-Annihilated PINNs for Solving Riemann Problems: Application to Relativistic Hydrodynamics
2023/05/15 by Antonio Ferrer-Sánchez, Ferrer-Sánchez, Antonio, José D. Martín‐Guerrero +7 · 7 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Computational Physics and Python Applications
- Prospects for direct dark matter detection in the constrained MSSM
2006/09/05 by Roberto Trotta, Roberto Ruiz de Austri, Leszek Roszkowski · 4 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Dark Matter and Cosmic Phenomena #Particle physics theoretical and experimental studies #astro-ph
- Accelerating the BSM interpretation of LHC data with machine learning
2016/11/08 by Gianfranco Bertone, Bertone, Gianfranco, Marc Peter Deisenroth +9 · 3 citations
Computer Science · Mathematics · Physics and Astronomy · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (stat.ML) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies #hep-ph #stat.ML
- Event Generation and Statistical Sampling for Physics with Deep\n Generative Models and a Density Information Buffer
2019/01/03 by Sydney Otten, S. Caron, Otten, Sydney +15 · 3 citations
Computer Science · Decision Sciences · #Big Data Technologies and Applications #Computational Physics and Python Applications #Data Analysis #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an)
- Attention to the strengths of physical interactions: Transformer and graph-based event classification for particle physics experiments
2022/11/09 by Luc Builtjes, S. Caron, Builtjes, Luc +11 · 6 citations
Decision Sciences · Computer Science · #Big Data Technologies and Applications #Scientific Computing and Data Management #Computational Physics and Python Applications
- A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications
2024/09/27 by Joshua G. Albert, Csaba Balázs, Albert, Joshua +11 · 6 citations
Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Dark Matter and Cosmic Phenomena
- Leptogenesis through direct inflaton decay to light particles
2003/12/31 by Thomas Dent, T. Dent, G. Lazarides +2 · 3 citations
Physics and Astronomy · #Cosmology and Gravitation Theories #Dark Matter and Cosmic Phenomena #Particle physics theoretical and experimental studies #hep-ph
- Bayesian approach and naturalness in MSSM analyses for the LHC
2008/12/02 by María Eugenia Cabrera, M. E. Cabrera, J. A. Casas +3 · 1 citation
Physics and Astronomy · #Black Holes and Theoretical Physics #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies #hep-ph
- The Strong Force meets the Dark Sector: a robust estimate of QCD uncertainties for anti-matter dark matter searches
2023/03/20 by Adil Jueid, Jueid, Adil, Jochem Kip +5 · 1 citation
Physics and Astronomy · Decision Sciences · #Dark Matter and Cosmic Phenomena #Particle physics theoretical and experimental studies #Scientific Computing and Data Management
- Universal Anomaly Detection at the LHC: Transforming Optimal Classifiers and the DDD Method
2024/06/26 by S. Caron, Caron, Sascha, J. E. García Navarro +13 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
- Towards a foundation model for astrophysical source detection: An End-to-End Gamma-Ray Data Analysis Pipeline Using Deep Learning
2025/09/29 by Judit Pérez-Romero, Pérez-Romero, Judit, Saptashwa Bhattacharyya +21 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Gamma-ray bursts and supernovae #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Nuclear Physics and Applications #Radiation Detection and Scintillator Technologies
- CosmiXs: Improved spectra for dark matter indirect detection
2025/01/23 by Chiara Arina, Mattia Di Mauro, Arina, Chiara +9 · 1 citation
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #CCD and CMOS Imaging Sensors #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Phenomenology (hep-ph)