RA
Roberto Ruiz de Austri
hep-phhep-exastro-ph.HEastro-phastro-ph.COphysics.data-anphysics.comp-phcs.LGastro-ph.IMgr-qc
On Valency
published · living versionsW_eqg7rkbp·v1 · currentpublished
The First Deep Learning all-sky List of Fermi-LAT Gamma-ray Sources
with Saptashwa Bhattacharyya, Giacomo Principe, Dmitry Malyshev, Gabrijela Zaharijas +3
1 version
Preprints & journals
112 papers in the corpus · 2001–2026What has the LHC told us about the electroweakino sector of the Minimal Supersymmetric Standard Model?2609.12914v1 · Peter Athron, Csaba Bal'azs, Andy Buckley et al.2026 · 0 citationsarXiv
Kerr Quasinormal Modes without Variable Separation: A Two-Dimensional Hyperboloidal Teukolsky Solver with Physics-Informed Neural Networks2608.19774v1 · Antonio Ferrer-S'anchez, Daniela D. Doneva, Jos'e D. Mart'in-Guerrero et al.2026 · 0 citationsarXiv
Global fits and the search for new physics: past, present and future.42342511 · GAMBIT Collaboration, Athron, Peter, Balázs, Csaba et al.2026 · 2 citationsScience bulletin. 2026;71(14):3765-3786
Masked-Token Prediction for Anomaly Detection at the Large Hadron Collider2604.21035v2 · Ambre Visive, Roberto Ruiz de Austri, Polina Moskvitina et al.2026 · 0 citationsarXiv
Addressing the gravitational collapse of a massless scalar field with Physics-Informed Neural Networks2511.15247v2 · Antonio Ferrer-S'anchez, Nino Villanueva-Espinosa, Carlos Hernani Morales et al.2025 · 1 citationarXiv
BGRem: A background noise remover for astronomical images based on a diffusion model2510.04718v3 · Rodney Nicolaas, Sascha Caron, Fiorenzo Stoppa et al.2025 · 0 citationsA&A 710, A131 (2026)
TrackFormers Part 2: Enhanced Transformer-Based Models for High-Energy Physics Track Reconstruction2509.26411v2 · Sascha Caron, Nadezhda Dobreva, Maarten Kimpel et al.2025 · 0 citationsarXiv
Towards a foundation model for astrophysical source detection: An End-to-End Gamma-Ray Data Analysis Pipeline Using Deep Learning2509.25128v2 · Judit P'erez-Romero, Saptashwa Bhattacharyya, Sascha Caron et al.2025 · 0 citationsarXiv
Nailing Down the Theoretical Uncertainties of D[over ¯] Spectrum Produced from Dark Matter.41076663 · Di Mauro, Mattia, Fornengo, Nicolao, Jueid, Adil et al.2025 · 5 citationsPhysical review letters. 2025;135(13):131002
Hits to Higgs: Hit-Level Higgs Classification from Raw LHC Detector Data Using Higgsformer2508.19190v4 · Sascha Caron, Polina Moskvitina, Roberto Ruiz de Austri et al.2025 · 0 citationsarXiv
CosmiXs: Improved spectra for dark matter indirect detection2501.13281v1 · Chiara Arina, Mattia Di Mauro, Nicolao Fornengo et al.2025 · 0 citationsarXiv
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models2501.05382v1 · Kristian G. Barman, Sascha Caron, Emily Sullivan et al.2025 · 11 citationsEur. Phys. J. C 85, 1066 (2025)
Trackformers: in search of transformer-based particle tracking for the high-luminosity LHC era.40292242 · Caron, Sascha, Dobreva, Nadezhda, Ferrer Sánchez, Antonio et al.2025 · 2 citationsThe European physical journal. C, Particles and fields. 2025;85(4):460
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications2409.18464v2 · Joshua Albert, Csaba Balazs, Andrew Fowlie et al.2024 · 11 citationsarXiv
Universal Anomaly Detection at the LHC: Transforming Optimal Classifiers and the DDD Method2406.18469v4 · Sascha Caron, Jos'e Enrique Garc'ia Navarro, Mar'ia Moreno Ll'acer et al.2024 · 2 citationsarXiv
Insights into Dark Matter Direct Detection Experiments: Decision Trees versus Deep Learning2406.10372v2 · Daniel E. Lopez-Fogliani, Andres D. Perez, Roberto Ruiz de Austri2024 · 6 citationsJCAP 01 (2025) 057
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering2405.17325v1 · Uraz Odyurt, Nadezhda Dobreva, Zef Wolffs et al.2024 · 0 citationsConnecting The Dots Workshop 2023 (CTD2023)
CosmiXs: Cosmic messenger spectra for indirect dark matter searches2312.01153v1 · Chiara Arina, Mattia Di Mauro, Nicolao Fornengo et al.2023 · 35 citationsarXiv
Progress in End-to-End Optimization of Detectors for Fundamental Physics with Differentiable Programming2310.05673v1 · Max Aehle, Lorenzo Arsini, R. Bel'en Barreiro et al.2023 · 7 citationsarXiv
New energy spectra in neutrino and photon detectors to reveal hidden dark matter signals2306.16523v3 · Wim Beenakker, Sascha Caron, Jochem Kip et al.2023 · 0 citationsJournal of High Energy Physics 2023 (2023) 28
Gradient-Annihilated PINNs for Solving Riemann Problems: Application to Relativistic Hydrodynamics2305.08448v2 · Antonio Ferrer-S'anchez, Jos'e D. Mart'in-Guerrero, Roberto Ruiz de Austri et al.2023 · 46 citationsarXiv
The Strong Force meets the Dark Sector: a robust estimate of QCD uncertainties for anti-matter dark matter searches2303.11363v1 · Adil Jueid, Jochem Kip, Roberto Ruiz de Austri et al.2023 · 12 citationsarXiv
Mind the gap: The discrepancy between simulation and reality drives interpretations of the Galactic Center Excess2211.09796v2 · Sascha Caron, Christopher Eckner, Luc Hendriks et al.2022 · 11 citationsarXiv
Attention to the strengths of physical interactions: Transformer and graph-based event classification for particle physics experiments2211.05143v4 · Luc Builtjes, Sascha Caron, Polina Moskvitina et al.2022 · 6 citationsSciPost Phys. 19, 028 (2025)
Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics2209.10481v2 · Dominique J. Kosters, Bryan A. Kortman, Irem Boybat et al.2022 · 14 citationsAPL Machine Learning 1, 016101 (2023)
Mixture-of-theories Training: Can We Find New Physics and Anomalies Better by Mixing Physical Theories?2207.07631v2 · Sascha Caron, Roberto Ruiz de Austri, Zhongyi Zhang2022 · 8 citationsarXiv
Non-Standard Neutrino Spectra From Annihilating Neutralino Dark Matter2207.00599v4 · Melissa van Beekveld, Wim Beenakker, Sascha Caron et al.2022 · 3 citationsSciPost Phys. Core 6, 006 (2023)
Right-handed sneutrino and gravitino multicomponent dark matter in light of neutrino detectors2206.04715v2 · Jong Soo Kim, Daniel E. Lopez-Fogliani, Andres D. Perez et al.2022 · 2 citationsJCAP04(2023)050
Simple and statistically sound recommendations for analysing physical theories.35522172 · AbdusSalam, Shehu S, Agocs, Fruzsina J, Allanach, Benjamin C et al.2022 · 22 citationsReports on progress in physics. Physical Society (Great Britain). 2022;85(5)
Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White Paper2203.13818v1 · Tommaso Dorigo, Andrea Giammanco, Pietro Vischia (editors) et al.2022 · 7 citationsarXiv
Estimating QCD uncertainties on antiproton spectra from dark-matter annihilation2203.06023v1 · Adil Jueid, Jochem Kip, Roberto Ruiz de Austri et al.2022 · 7 citationsarXiv
Impact of QCD uncertainties on antiproton spectra from dark-matter annihilation2202.11546v2 · Adil Jueid, Jochem Kip, Roberto Ruiz de Austri et al.2022 · 16 citationsarXiv
Search for Highly-Ionizing Particles in pp Collisions at the LHC's Run-1 Using the Prototype MoEDAL Detector2112.05806v2 · B. Acharya, J. Alexandre, P. Benes et al.2021 · 20 citationsarXiv
LHC bounds on MUED after Run 22110.00500v2 · Marvin M. Flores, Jong Soo Kim, Krzysztof Rolbiecki et al.2021 · 0 citationsarXiv
The new and Right-Handed Sneutrino Dark Matter2107.02285v2 · Jong Soo Kim, Daniel E. Lopez-Fogliani, Andres D. Perez et al.2021 · 11 citationsarXiv
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider2105.14027v3 · T. Aarrestad, M. van Beekveld, M. Bona et al.2021 · 115 citationsSciPost Phys. 12, 043 (2022)
Event generation and statistical sampling for physics with deep generative models and a density information buffer.34016982 · Otten, Sydney, Caron, Sascha, de Swart, Wieske et al.2021 · 150 citationsNature communications. 2021;12(1):2985
Constraining electroweak and strongly charged long-lived particles with CheckMATE2104.04542v3 · Nishita Desai, Florian Domingo, Jong Soo Kim et al.2021 · 16 citationsEPJC 81:968 (2021)
Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge2103.11068v2 · Boris Panes, Christopher Eckner, Luc Hendriks et al.2021 · 20 citationsA&A 656, A62 (2021)
A comparison of optimisation algorithms for high-dimensional particle and astrophysics applications2101.04525v2 · The DarkMachines High Dimensional Sampling Group: Csaba Bal'azs, Melissa van Beekveld, Sascha Caron et al.2021 · 29 citationsarXiv
Particle spectra from dark matter annihilation: physics modeling and QCD uncertainties2012.08901v1 · Simone Amoroso, Sascha Caron, Adil Jueid et al.2020 · 1 citationarXiv
Combining outlier analysis algorithms to identify new physics at the LHC2010.07940v1 · Melissa van Beekveld, Sascha Caron, Luc Hendriks et al.2020 · 61 citationsarXiv
Les Houches 2019 Physics at TeV Colliders: New Physics Working Group Report2002.12220v1 · G. Brooijmans, A. Buckley, S. Caron et al.2020 · 3 citationsarXiv
Impact of Higgs physics on the parameter space of the SSM1910.08062v2 · Essodjolo Kpatcha, Daniel E. L'opez-Fogliani, Carlos Munoz et al.2019 · 22 citationsarXiv
Sampling the SSM for displaced decays of the tau left sneutrino LSP at the LHC1907.02092v3 · Essodjolo Kpatcha, Inaki Lara, Daniel E. Lopez-Fogliani et al.2019 · 23 citationsarXiv
Estimating QCD uncertainties in Monte Carlo event generators for gamma-ray dark matter searches1812.07424v3 · Simone Amoroso, Sascha Caron, Adil Jueid et al.2018 · 55 citationsJCAP 1905 (2019) 007
Confronting the neutralino and chargino sector of the NMSSM to the multi-lepton searches at the LHC1812.05186v1 · Florian Domingo, Jong Soo Kim, Victor Martin-Lozano et al.2018 · 21 citationsPhys. Rev. D 101, 075010 (2020)
DeepXS: Fast approximation of MSSM electroweak cross sections at NLO1810.08312v2 · Sydney Otten, Krzysztof Rolbiecki, Sascha Caron et al.2018 · 31 citationsarXiv
Statistical challenges in the search for dark matter1807.09273v1 · Sara Algeri, Melissa van Beekveld, Nassim Bozorgnia et al.2018 · 5 citationsarXiv
Confronting SUSY GUT with Dark Matter, Sparticle Spectroscopy and Muon 1806.11152v1 · M.E. Gomez, S. Lola, R. Ruiz de Austri et al.2018 · 9 citationsarXiv
Career total: 181 works. 112 are in this corpus.Showing the 50 most recent.
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