D. Whiteson

1. Searching for ultra-high energy cosmic rays with smartphones
   2014/10/10 by Daniel Whiteson, D. Whiteson, Michael Mulhearn +6 · 1 voice · 2 citations
   Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Dark Matter and Cosmic Phenomena #Particle Detector Development and Performance
2. End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
   2023/05/17 by Alexander Shmakov, Shmakov, Alexander, Kevin Thomas Greif +9 · 9 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
3. Modeling Smooth Backgrounds and Generic Localized Signals with Gaussian Processes
   2017/09/17 by Meghan Frate, K. Cranmer, Frate, Meghan +7 · 6 citations
   Physics and Astronomy · Computer Science · #Scientific Research and Discoveries #Gaussian Processes and Bayesian Inference #Computational Physics and Python Applications
4. Statistical Patterns of Theory Uncertainties
   2022/10/27 by A. Ghosh, Ghosh, Aishik, Benjamin Nachman +9 · 3 citations
   Physics and Astronomy · #Particle physics theoretical and experimental studies #Particle Detector Development and Performance #High-Energy Particle Collisions Research
5. Learning broken symmetries with approximate invariance
   2024/12/25 by Seth Nabat, A. Ghosh, Aishik Ghosh +4 · 2 voices · 3 citations
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Particle physics theoretical and experimental studies #Model Reduction and Neural Networks
6. New Particles Working Group Report of the Snowmass 2013 Community Summer Study
   2013/11/01 by Y. Gershtein, Gershtein, Y., Markus A. Luty +186 · 4 citations
   Physics and Astronomy · #Dark Matter and Cosmic Phenomena #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
7. Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks
   2024/12/05 by Haoyang Li, Li, Haoyang, M. Stamenkovic +27 · 5 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Computational Physics and Python Applications #Data Analysis #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 physics theoretical and experimental studies #Scientific Computing and Data Management #Statistics and Probability (physics.data-an)
8. Resonance Searches with Machine Learned Likelihood Ratios
   2020/02/11 by Jacob Hollingsworth, D. Whiteson, Hollingsworth, Jacob +1 · 1 citation
   Physics and Astronomy · #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
9. Fast multi-geometry calorimeter simulation with conditional self-attention variational autoencoders
   2024/11/08 by Dylan Smith, Smith, Dylan, A. Ghosh +7 · 2 citations
   Chemistry · Materials Science · Physics and Astronomy · #thermodynamics and calorimetric analyses #Machine Learning in Materials Science #Nuclear Physics and Applications
10. Geometry-aware Autoregressive Models for Calorimeter Shower Simulations
    2022/12/16 by Junze Liu, Liu, Junze, A. Ghosh +7 · 1 citation
    Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Particle physics theoretical and experimental studies
11. Deducing Neutron Star Equation of State from Telescope Spectra with Machine-learning-derived Likelihoods
    2023/05/09 by Delaney Farrell, Pierre Baldi, Farrell, Delaney +15 · 1 citation
    Physics and Astronomy · Engineering · #Pulsars and Gravitational Waves Research #Inertial Sensor and Navigation #Astronomical Observations and Instrumentation
12. Learning Broken Symmetries with Resimulation and Encouraged Invariance
    2023/11/10 by Edmund Witkowski, Witkowski, Edmund, D. Whiteson +1 · 1 citation
    Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Machine Learning in Materials Science #Nuclear Physics and Applications
13. Planning the Future of U.S. Particle Physics (Snowmass 2013): Chapter 3: Energy Frontier
    2014/01/23 by R. Brock, Brock, R., Peskin, M. E. +50 · 1 citation
    Computer Science · Physics and Astronomy · #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #Distributed and Parallel Computing Systems #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #High Energy Physics - Theory (hep-th) #Particle physics theoretical and experimental studies