ML

Particle Cloud Generation with Message Passing GANs

Nov 28, 2021 South Korea (Virtual)

Validation Techniques for Machine-Learned FastSim

Nov 23, 2021 CERN (Virtual)

Particle Cloud Generation with Message Passing GANs

Particle Cloud Generation with Message Passing GANs

Nov 8, 2021 CERN (Virtual)

Particle Cloud Generation with Message Passing GANs

There has been significant development recently in generative models for accelerating LHC simulations. Work on simulating jets has …

Oct 11, 2021 University of Washington (Virtual)

Particle Cloud Generation with Message Passing GANs

Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC

We develop a generative neural network for the generation of sparse data in particle physics using a permutation-invariant and …

Breno Orzari, Thiago Tomei, Maurizio Pierini, Mary Touranakou, Javier Duarte, Raghav Kansal, Jean-Roch Vlimant, Dimitrios Gunopulos

Particle Cloud Generation with Message Passing GANs

There has been significant development recently in generative models for accelerating LHC simulations. Work on simulating jets has …

Jul 7, 2021 University of Heidelberg (Virtual)

Particle Cloud Generation with Message Passing GANs

In high energy physics (HEP), jets are collections of correlated particles produced ubiquitously in particle collisions such as those …

Jun 23, 2021 Mainz Institute for Theoretical Physics (Virtual)

Particle Cloud Generation with Message Passing GANs

Sparse Data Generation

May 5, 2021 CERN (Virtual)

Graph GANs for High Energy Physics Data Generation

James Madison University (Virtual)

Mar 18, 2021 James Madison University (Virtual)

Graph GANs for High Energy Physics Data Generation

Graph GANs for High Energy Physics Data Generation

Mar 17, 2021 Berkeley Institute for Data Science (Virtual)

Graph GANs for High Energy Physics Data Generation