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R

Roberto Ruiz de Austri

Instituto de Física Corpuscular

40H指数
204论文数
5.3K被引数
收录论文 63
发表时间
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Hits to Higgs: hit-level Higgs classification from raw LHC detector data using Higgsformer从原始LHC探测器数据中利用Higgsformer进行击中层面的希格斯粒子分类
errEuropean Physical Journal C
IF4.8
err2026-07-21
err0
errOAAI
errSascha Caron; Polina Moskvitina; Roberto Ruiz de Austri; Eugene Shalugin
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Addressing the gravitational collapse of a massless scalar field with physics-informed neural networks利用物理信息神经网络解决无质量标量场的引力坍缩问题
errmachine learning: science and technology
IF0
err2026-03-31
err0
errOAAI
errAntonio Ferrer-Sánchez; Nino Villanueva-Espinosa; Carlos Hernani-Morales; Roberto Ruiz de Austri-Bazan; José A Font; José David Martín-Guerrero; Matthew W Choptuik
err分享
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Large physics models: towards a collaborative approach with large language models and foundation models大型物理模型：迈向与大型语言模型和基础模型的协作方法
errThe European Physical Journal C
IF0
err2025-09-25
err0
errOAAI
errKristian G. Barman; Sascha Caron; Emily Sullivan; Henk W. de Regt; Roberto Ruiz de Austri; Mieke Boon; Michael Färber; Stefan Fröse; Tobias Golling; Luis G. Lopez; Faegheh Hasibi; Lukas Heinrich; Andreas Ipp; Rukshak Kapoor; Gregor Kasieczka; Daniel Kostić; Michael Krämer; Jesus Marco; Sydney Otten; Pawel Pawlowski; Pietro Vischia; Erik Weber; Christoph Weniger
err分享
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A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications高维粒子物理和宇宙学应用中贝叶斯采样算法的比较
errComputer Physics Communications
IF3.4
err2025-07-11
err0
errOAAI
errJoshua Albert; Csaba Balázs; Andrew Fowlie; Will Handley; Nicholas Hunt-Smith; Roberto Ruiz de Austri; Martin White
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Trackformers: in search of transformer-based particle tracking for the high-luminosity LHC eraTrackformers：探索基于Transformer的高 luminosity LHC 时代的粒子跟踪
errEUROPEAN PHYSICAL JOURNAL C
IF4.8
err2025-04-25
err0
errOAAI
errCaron, Sascha; Dobreva, Nadezhda; Sanchez, Antonio Ferrer; Martin-Guerrero, Jose D.; Odyurt, Uraz; Bazan, Roberto Ruiz de Austri; Wolffs, Zef; Zhao, Yue
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Insights into dark matter direct detection experiments: decision trees versus deep learning
errJOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS
IF5.9
err2025-01-14
err0
errOAAI
errLopez-Fogliani, Daniel E.; Perez, Andres D.; de Austri, Roberto Ruiz
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CosmiXs: cosmic messenger spectra for indirect dark matter searches
errJOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS
IF5.9
err2024-03-14
err4
errOAAI
errArina, Chiara; Di Mauro, Mattia; Fornengo, Nicolao; Heisig, Jan; Jueid, Adil; de Austri, Roberto Ruiz
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The Strong Force meets the Dark Sector: a robust estimate of QCD uncertainties for anti-matter dark matter searches强大的力量遇到了黑暗的部门: 对反物质暗物质搜索的QCD不确定性的稳健估计
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2024-02-16
err2
errOAAI
errJueid, Adil; Kip, Jochem; de Austri, Roberto Ruiz; Skands, Peter
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AutoSourceID-Classifier Star-galaxy classification using a convolutional neural network with spatial information
errASTRONOMY & ASTROPHYSICS
IF5.8
err2023-12-18
err7
errOAAI
errStoppa, F.; Bhattacharyya, S.; de Austri, R. Ruiz; Vreeswijk, P.; Caron, S.; Zaharijas, G.; Bloemen, S.; Principe, G.; Malyshev, D.; Vodeb, V.; Groot, P. J.; Cator, E.; Nelemans, G.
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AutoSourceID-FeatureExtractor Optical image analysis using a two-step mean variance estimation network for feature estimation and uncertainty characterisation
errASTRONOMY & ASTROPHYSICS
IF5.8
err2023-12-18
err3
errOAAI
errStoppa, F.; Ruiz de Austri, R.; Vreeswijk, P.; Bhattacharyya, S.; Caron, S.; Bloemen, S.; Zaharijas, G.; Principe, G.; Vodeb, V.; Groot, P. J.; Cator, E.; Nelemans, G.
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Mind the gap: the discrepancy between simulation and reality drives interpretations of the Galactic Center Excess
errJOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS
IF5.9
err2023-06-08
err4
errOAAI
errCaron, Sascha; Eckner, Christopher; Hendriks, Luc; Johannesson, Guolaugur; de Austri, Roberto Ruiz; Zaharijas, Gabrijela
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Impact of QCD uncertainties on antiproton spectra from dark-matter annihilation
errJOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS
IF5.9
err2023-04-28
err5
errOAAI
errJueid, Adil; Kip, Jochem; de Austri, Roberto Ruiz; Skands, Peter
err分享
err收藏
Right-handed sneutrino and gravitino multicomponent dark matter in light of neutrino detectors
errJOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS
IF5.9
err2023-04-20
err0
errOAAI
errKim, Jong Soo; Lopez-Fogliani, Daniel E.; Perez, Andres D.; Ruiz de Austri, Roberto
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Mixture-of-Theories training: can we find new physics and anomalies better by mixing physical theories?
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2023-03-01
err6
errOAAI
errCaron, Sascha; Ruiz de Austri, Roberto; Zhang, Zhongyi
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Search for highly-ionizing particles in pp collisions at the LHC's Run-1 using the prototype MoEDAL detector
errEUROPEAN PHYSICAL JOURNAL C
IF4.8
err2022-08-10
err3
errOAAI
errAcharya, B.; Alexandre, J.; Benes, P.; Bergmann, B.; Bertolucci, S.; Bevan, A.; Bhattacharyya, R.; Branzas, H.; Burian, P.; Campbell, M.; Cecchini, S.; Cho, Y. M.; de Montigny, M.; De Roeck, A.; Ellis, J. R.; ElSawy, M.; Fairbairn, M.; Felea, D.; Frank, M.; Hays, J.; Hirt, A. M.; Hung, P. Q.; Janecek, J.; Kalliokoski, M.; Korzenev, A.; Lacarrere, D. H.; Leroy, C.; Levi, G.; Lionti, A.; Margiotta, A.; Maselek, R.; Maulik, A.; Mauri, N.; Mavromatos, N. E.; Musumeci, E.; Mieskolainen, M.; Millward, L.; Mitsou, V. A.; Orava, R.; Ostrovskiy, I; Ouimet, P-P; Papavassiliou, J.; Parker, B.; Patrizii, L.; Pavalas, G. E.; Pinfold, J. L.; Popa, L. A.; Popa, V; Pozzato, M.; Pospisil, S.; Rajantie, A.; de Austri, R. Ruiz; Sahnoun, Z.; Sakellariadou, M.; Sakurai, K.; Santra, A.; Sarkar, S.; Semenoff, G.; Shaa, A.; Sirri, G.; Sliwa, K.; Soluk, R.; Spurio, M.; Staelens, M.; Suk, M.; Tenti, M.; Togo, V; Upreti, A.; Vento, V.; Vives, O.
err分享
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AutoSourceID-Light Fast optical source localization via U-Net and Laplacian of Gaussian
errASTRONOMY & ASTROPHYSICS
IF5.8
err2022-06-28
err8
errOAAI
errStoppa, F.; Vreeswijk, P.; Bloemen, S.; Bhattacharyya, S.; Caron, S.; Johannesson, G.; de Austri, R. Ruiz; van den Oetelaar, C.; Zaharijas, G.; Groot, P. J.; Cator, E.; Nelemans, G.
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Simple and statistically sound recommendations for analysing physical theories
errREPORTS ON PROGRESS IN PHYSICS
IF20.7
err2022-04-29
err13
errOAAI
errAbdusSalam, Shehu S.; Agocs, Fruzsina J.; Allanach, Benjamin C.; Athron, Peter; Balazs, Csaba; Bagnaschi, Emanuele; Bechtle, Philip; Buchmueller, Oliver; Beniwal, Ankit; Bhom, Jihyun; Bloor, Sanjay; Bringmann, Torsten; Buckley, Andy; Butter, Anja; Camargo-Molina, Jose Eliel; Chrzaszcz, Marcin; Conrad, Jan; Cornell, Jonathan M.; Danninger, Matthias; de Blas, Jorge; De Roeck, Albert; Desch, Klaus; Dolan, Matthew; Dreiner, Herbert; Eberhardt, Otto; Ellis, John; Ben Farmer; Fedele, Marco; Flaecher, Henning; Fowlie, Andrew; Gonzalo, Tomas E.; Grace, Philip; Hamer, Matthias; Handley, Will; Harz, Julia; Heinemeyer, Sven; Hoof, Sebastian; Hotinli, Selim; Jackson, Paul; Kahlhoefer, Felix; Kowalska, Kamila; Kraemer, Michael; Kvellestad, Anders; Martinez, Miriam Lucio; Mahmoudi, Farvah; Martinez Santos, Diego; Martinez, Gregory D.; Mishima, Satoshi; Olive, Keith; Paul, Ayan; Prim, Markus Tobias; Porod, Werner; Raklev, Are; Renk, Janina J.; Rogan, Christopher; Roszkowski, Leszek; de Austri, Roberto Ruiz; Sakurai, Kazuki; Scaffidi, Andre; Scott, Pat; Sessolo, Enrico Maria; Stefaniak, Tim; Stoecker, Patrick; Su, Wei; Trojanowski, Sebastian; Trotta, Roberto; Tsai, Yue-Lin Sming; Van den Abeele, Jeriek; Valli, Mauro; Vincent, Aaron C.; Weiglein, Georg; White, Martin; Wienemann, Peter; Wu, Lei; Zhang, Yang
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Identification of point sources in gamma rays using U-shaped convolutional neural networks and a data challenge
errASTRONOMY & ASTROPHYSICS
IF5.8
err2021-12-03
err12
errOAAI
errPanes, Boris; Eckner, Christopher; Hendriks, Luc; Caron, Sacha; Dijkstra, Klaas; Johannesson, Gudlaugur; Ruiz de Austri, Roberto; Zaharijas, Gabrijela
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Event generation and statistical sampling for physics with deep generative models and a density information buffer
errNATURE COMMUNICATIONS
IF15.7
err2021-05-20
err43
errOAAI
errOtten, Sydney; Caron, Sascha; de Swart, Wieske; van Beekveld, Melissa; Hendriks, Luc; van Leeuwen, Caspar; Podareanu, Damian; de Austri, Roberto Ruiz; Verheyen, Rob
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Confronting grand unification with lepton flavour violation, dark matter and LHC data面对轻子风味破坏，暗物质和LHC数据的大统一
errJOURNAL OF HIGH ENERGY PHYSICS
IF5.5
err2020-09-30
err1
errOAAI
errEllis, J.; Gomez, M. E.; Lola, S.; Ruiz de Austri, R.; Shafi, Q.
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研究方向

暂无研究方向
合作学者
合作期刊
A
A. Cerri
H 指数: 194 · 论文数: 4.4K
E
E. Gorini
H 指数: 191 · 论文数: 3.7K
A
A. J. Beddall
H 指数: 186 · 论文数: 3.3K
P
P. Jackson
H 指数: 184 · 论文数: 4.3K
B
B. Trocmé
H 指数: 181 · 论文数: 2.9K
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