PIPPIN: Generating variable length full events from partons

PIPPIN: Generating variable length full events from partons

18 June 2024

Guillaume Quétant

Matthew Leigh

Debajyoti Sengupta

Papers citing "PIPPIN: Generating variable length full events from partons"

9 / 9 papers shown

Title
Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning Sanghwan Bae Jiwoo Hong Min Young Lee Hanbyul Kim Jeongyeon Nam Donghyun Kwak OffRL LRM 100 7 0 04 Apr 2025
Full Event Particle-Level Unfolding with Variable-Length Latent Variational Diffusion Alexander Shmakov Kevin Greif M. Fenton A. Ghosh Pierre Baldi D. Whiteson DiffM 147 10 0 22 Apr 2024
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 77 28 0 29 Sep 2023
Attention to Mean-Fields for Particle Cloud Generation Benno Kach I. Melzer-Pellmann DiffM 42 15 0 24 May 2023
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 178 1,970 0 01 Jun 2022
Turbo-Sim: a generalised generative model with a physical latent space Guillaume Quétant M. Drozdova Vitaliy Kinakh T. Golling Svyatoslav Voloshynovskiy AI4CE 20 7 0 20 Dec 2021
CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih 62 64 0 21 Oct 2021
Particle Cloud Generation with Message Passing Generative Adversarial Networks Raghav Kansal Javier Mauricio Duarte Haoran Su B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopulos 50 75 0 22 Jun 2021
Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics Synthesis Luke de Oliveira Michela Paganini Benjamin Nachman GAN AI4CE 49 288 0 20 Jan 2017