David Shih

1. Discovery and Characterization of Two Ultra Faint-Dwarfs Outside the Halo of the Milky Way: Leo M and Leo K
   2023/07/17 by Kristen B. W. McQuinn, McQuinn, Kristen B. W., Yao-Yuan Mao +10 · 5 citations
   Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Stellar, planetary, and galactic studies
2. Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics
   2024/12/13 by Oz Amram, Amram, Oz, Luca Anzalone +17 · 1 voice · 7 citations
   #hep-ph #cs.LG #hep-ex #stat.ML
3. Residual ANODE
   2023/12/18 by Ranit Das, Das, Ranit, Gregor Kasieczka +3 · 4 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fault Detection and Control Systems #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #Water Systems and Optimization
4. EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion
   2023/09/29 by Erik Buhmann, Cedric Ewen, Buhmann, Erik +17 · 4 citations
   Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
5. New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
   2022/03/15 by Andreas Adelmann, Adelmann, Andreas, W. H. Hopkins +19 · 2 citations
   Decision Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Nuclear reactor physics and engineering #Particle physics theoretical and experimental studies #Simulation Techniques and Applications
6. Fast Parameter Inference on Pulsar Timing Arrays with Normalizing Flows
   2023/10/18 by David Shih, Shih, David, Marat Freytsis +7 · 2 citations
   Earth and Planetary Sciences · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Pulsars and Gravitational Waves Research #Radio Astronomy Observations and Technology
7. Strange Jet Tagging
   2020/03/20 by Yuichiro Nakai, Nakai, Yuichiro, David Shih +3 · 1 citation
   Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle Detector Development and Performance #Particle physics theoretical and experimental studies
8. Mapping Dark Matter in the Milky Way using Normalizing Flows and Gaia DR3
   2023/05/22 by Sung Hak Lim, Eric Putney, Lim, Sung Hak +5 · 1 citation
   Physics and Astronomy · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #High Energy Physics - Phenomenology (hep-ph) #Stellar, planetary, and galactic studies
9. SkyCURTAINs: Model agnostic search for Stellar Streams with Gaia data
   2024/05/20 by Debajyoti Sengupta, Stephen Mulligan, Sengupta, Debajyoti +7 · 1 citation
   Computer Science · #Advanced Computational Techniques and Applications #Astrophysics of Galaxies (astro-ph.GA) #Data Analysis #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Statistics and Probability (physics.data-an) #Time Series Analysis and Forecasting
10. SIGMA: Single Interpolated Generative Model for Anomalies
    2024/10/27 by Ranit Das, Das, Ranit, David Shih +1 · 1 citation
    Computer Science · #Algorithms and Data Compression #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) #Statistics and Probability (physics.data-an)