Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information

30 November 2023

Papers citing "Flow Matching Beyond Kinematics: Generating Jets with Particle-ID and Trajectory Displacement Information"

6 / 6 papers shown

Title
Generative Unfolding with Distribution Mapping A. Butter S. Diefenbacher Nathan Huetsch Vinicius Mikuni Benjamin Nachman Sofia Palacios Schweitzer Tilman Plehn DiffM 41 1 0 04 Nov 2024
SIGMA: Single Interpolated Generative Model for Anomalies Ranit Das David Shih DiffM 35 2 0 27 Oct 2024
Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows Thorsten Buss F. Gaede Gregor Kasieczka Claudius Krause David Shih AI4CE 36 6 0 30 May 2024
OmniJet- $α$ : The first cross-task foundation model for particle physics Joschka Birk Anna Hallin Gregor Kasieczka AI4CE 35 22 0 08 Mar 2024
Improving new physics searches with diffusion models for event observables and jet constituents Debajyoti Sengupta Matthew Leigh J. A. Raine Samuel Klein T. Golling DiffM 46 15 0 15 Dec 2023
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion E. Buhmann Cedric Ewen D. Faroughy T. Golling Gregor Kasieczka Matthew Leigh Guillaume Quétant J. A. Raine Debajyoti Sengupta David Shih DiffM 42 27 0 29 Sep 2023