publications and preprints

publications in reversed chronological order. generated by jekyll-scholar.

2024

  1. Constraining the Higgs Potential with Neural Simulation-based Inference for Di-Higgs Production
    Mastandrea, Radha, Nachman, Benjamin, and Plehn, Tilman
    2024
    arXiv PDF
  2. Non-resonant anomaly detection with background extrapolation
    Bai, Kehang, Mastandrea, Radha, and Nachman, Benjamin
    Journal of High Energy Physics 2024
    arXiv PDF

2023

  1. Morphing one dataset into another with maximum likelihood estimation
    Golling, Tobias, Klein, Samuel, Mastandrea, Radha, Nachman, Benjamin, and Raine, John Andrew
    Phys. Rev. D Nov 2023
    arXiv PDF
  2. The Interplay of Machine Learning–based Resonant Anomaly Detection Methods
    Golling, Tobias, Kasieczka, Gregor, Krause, Claudius, Mastandrea, Radha, Nachman, Benjamin, Raine, John Andrew, Sengupta, Debajyoti, Shih, David, and Sommerhalder, Manuel
    Jul 2023
    arXiv PDF
  3. Flow-enhanced transportation for anomaly detection
    Golling, Tobias, Klein, Samuel, Mastandrea, Radha, and Nachman, Benjamin
    Phys. Rev. D Jul 2023
    arXiv PDF

2022

  1. Anomaly detection under coordinate transformations
    Kasieczka, Gregor, Mastandrea, Radha, Mikuni, Vinicius, Nachman, Benjamin, Pettee, Mariel, and Shih, David
    Phys. Rev. D Sep 2022
    arXiv PDF
  2. Self-supervised anomaly detection for new physics
    Dillon, Barry M., Mastandrea, Radha, and Nachman, Benjamin
    Phys. Rev. D May 2022
    arXiv PDF
  3. Hunting for vampires and other unlikely forms of parity violation at the Large Hadron Collider
    Lester, Christopher G., Mastandrea, Radha, Noel, Daniel, and Tombs, Rupert
    JHEP May 2022
    arXiv PDF

2020

  1. Tracing Milky Way substructure with an RR Lyrae hierarchical clustering forest
    Cook, Brian T, Woods, Deborah F, Ruprecht, Jessica D, Varey, Jacob, Mastandrea, Radha, de Soto, Kaylee, Harburg, Jacob F, Rebbapragada, Umaa, and Mahabal, Ashish A
    Monthly Notices of the Royal Astronomical Society Apr 2020
    arXiv PDF

2019

  1. Exploring the Space of Jets with CMS Open Data
    Komiske, Patrick T., Mastandrea, Radha, Metodiev, Eric M., Naik, Preksha, and Thaler, Jesse
    Phys. Rev. D May 2019
    arXiv PDF