Jesse Thaler
- Exploring the Quantum Universe: Pathways to Innovation and Discovery in Particle Physics
2023/06/07 by Shoji Asai, Amalia Ballarino, S. Asai +52 · 1 voice · 14 citations
Physics and Astronomy · #Dark Matter and Cosmic Phenomena
- Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
2024/05/23 by Jonas Spinner, Spinner, Jonas, Victor Bresó +9 · 1 voice · 14 citations
Computer Science · Mathematics · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics and Probability (physics.data-an) #cs.LG #hep-ph #physics.data-an #stat.ML
- A Lorentz-Equivariant Transformer for All of the LHC
2024/11/01 by Johann Brehmer, Víctor Bresó, Brehmer, Johann +11 · 22 citations
Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics #Superconducting Materials and Applications
- EPiC-GAN: Equivariant Point Cloud Generation for Particle Jets
2023/01/17 by Erik Buhmann, Gregor Kasieczka, Jesse Thaler · 1 voice · 5 citations
#hep-ph #cs.LG #hep-ex #physics.data-an
- Towards an Understanding of the Correlations in Jet Substructure
2015/04/02 by D. L. Adams, A. T. H. Arce, Adams, D. +166 · 4 citations
Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Particle Detector Development and Performance
- PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal Models
2024/03/13 by Siddharth Mishra-Sharma, Mishra-Sharma, Siddharth, Yiding Song +3 · 3 citations
Earth and Planetary Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Environmental Monitoring and Data Management #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- A Spectral Metric for Collider Geometry
2023/05/05 by Andrew J. Larkoski, Jesse Thaler, Larkoski, Andrew J. +1 · 2 citations
Engineering · Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Particle Accelerators and Free-Electron Lasers #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
- Anomaly Detection in Collider Physics via Factorized Observables
2023/11/30 by Eric Metodiev, Metodiev, Eric M., Jesse Thaler +3 · 2 citations
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #Particle physics theoretical and experimental studies
- Quantum computing for data analysis in high energy physics
2022/03/15 by Andrea Delgado, Delgado, Andrea, Kathleen E. Hamilton +41 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Particle physics theoretical and experimental studies #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Statistics and Probability (physics.data-an)
- New Angles on Energy Correlators
2024/10/21 by Samuel Alipour-fard, Alipour-fard, Samuel, Ankita Budhraja +5 · 1 citation
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Quantum, superfluid, helium dynamics
- The Well-Tempered Likelihood: Honest Confidence Intervals for Misspecified Models
2026/07/22 by Benjamin Nachman, Jesse Thaler · 1 voice
#stat.ME #hep-ex #hep-ph #physics.data-an
- Simplex Demixing: Disentangling Multiple Light-Flavor Jets at Colliders
2026/07/27 by Gregorio de la Fuente, Jesse Thaler · 1 citation
Computer Science · Physics and Astronomy · #cs.LG #hep-ex #hep-ph