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Publications and Preprints

[12] Isolating Unisolated Upsilons with Anomaly Detection in CMS Open Data
      Rikab Gambhir, RM, Benjamin Nachman, Jesse Thaler
      arXiv: hep-ph/2502.14036

[11] Constraining the Higgs Potential with Neural Simulation-based Inference for Di-Higgs Production
      RM, Benjamin Nachman, Tilman Plehn
      arXiv: hep-ph/2405.15847
      Journal: Phys. Rev. D 110, 056004 (2024)

[10] Non-resonant Anomaly Detection with Background Extrapolation
      Kehang Bai, RM, Benjamin Nachman
      arXiv: hep-ph/2311.12924
      Journal: JHEP Volume 2024, article number 59 (2024)

[9] Flows for Flows: Morphing one Dataset into another with Maximum Likelihood Estimation
      Tobias Golling, Samuel Klein, RM, Benjamin Nachman, John Andrew Raine
      arXiv: hep-ph/2309.06472
      Journal: Phys. Rev. D 108, 096018 (2023)

[8] The Interplay of Machine Learning–based Resonant Anomaly Detection Methods
      Tobias Golling, Gregor Kasieczka, Claudius Krause, RM, Benjamin Nachman, John Andrew Raine, Debajyoti Sengupta, David Shih, Manuel Sommerhalder
      arXiv: hep-ph/2307.11157
      Journal: EPJC Volume 84, article number 241 (2024)

[7] FETA: Flow-Enhanced Transportation for Anomaly Detection
      Tobias Golling, Samuel Klein, RM, Benjamin Nachman
      arXiv: hep-ph/2212.11285
      Journal: Phys. Rev. D 107, 096025 (2023)

[6] Efficiently Moving Instead of Reweighting Collider Events with Machine Learning
      RM, Benjamin Nachman
      arXiv: hep-ph/2212.06155
      Presented at the Machine Learning and the Physical Sciences Workshop at the 36th conference on Neural Information Processing Systems (NeurIPS)

[5] Anomaly Detection under Coordinate Transformations
      Gregor Kasieczka, RM, Vinicius Mikuni, Benjamin Nachman, Mariel Pettee, David Shih
      arXiv: hep-ph/2209.06225
      Journal: Phys. Rev. D 107, 015009 (2023)

[4] Self-supervised Anomaly Detection for New Physics
      Barry M. Dillon, RM, Benjamin Nachman
      arXiv: hep-ph/2205.10380
      Journal: Phys. Rev. D 106, 056005 (2022)

[3] Hunting for vampires and other unlikely forms of parity violation at the Large Hadron Collider
      Christopher G. Lester, RM, Daniel Noel, Rupert Tombs
      arXiv: hep-ph/2205.09876
      Journal: JHEP Volume 2022, article number 231 (2022)

[2] Tracing Milky Way substructure with an RR Lyrae hierarchical clustering forest
      Brian T. Cook, Deborah F. Woods, Jessica D. Ruprecht, Jacob Varey, RM, Kaylee de Soto, Jacob F. Harburg, Umaa Rebbapragada, Ashish A. Mahabal
      arXiv: astro-ph/2204.05868
      Journal: MNRAS, Volume 513, Issue 2 (June 2022)

[1] Exploring the Space of Jets with CMS Open Data
      Patrick T. Komiske, RM, Eric M. Metodiev, Preksha Naik, Jesse Thaler
      arXiv: hep-ph/1908.0854
      Journal: Phys. Rev. D 101, 034009 (2020)