Particle-based Fast Jet Simulation at the LHC with Variational
Autoencoders

Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders

1 March 2022

N. Chernyavskaya

Javier Mauricio Duarte

Dimitrios Gunopulos

Raghav Kansal

Papers citing "Particle-based Fast Jet Simulation at the LHC with Variational Autoencoders"

8 / 8 papers shown

Title
CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows Claudius Krause David Shih AI4CE 75 81 0 09 Jun 2021
Graph Generative Models for Fast Detector Simulations in High Energy Physics A. Hariri Darya Dyachkova Sergei Gleyzer AI4CE 49 6 0 05 Apr 2021
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 220 4,336 0 06 Mar 2019
Accelerating Science with Generative Adversarial Networks: An Application to 3D Particle Showers in Multi-Layer Calorimeters Michela Paganini Luke de Oliveira Benjamin Nachman AI4CE 50 222 0 05 May 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 197 9,545 0 31 Mar 2017
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
A Point Set Generation Network for 3D Object Reconstruction from a Single Image Haoqiang Fan Hao Su Leonidas Guibas 3DPC 3DV 166 2,237 0 02 Dec 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 441 16,940 0 20 Dec 2013