Machine Learning approaches in Lattice QCD - An interdisciplinary exchange

Session

Generative flow methods

talks and panel discussion

Feb 27, 2023, 9:55 AM

Institute for Advanced Study of the Technische Universität München

Conveners

Generative flow methods

• Sinead Ryan

Generative flow methods

• Sinead Ryan

Description

Talks and panel discussion

70. Aspects of scaling and scalability for flow-based samplers

Daniel Hackett

2/27/23, 9:55 AM

71. Learning trivializing flows

David Albandea

2/27/23, 10:20 AM

72. Fourier-Flow model generating Feynman paths

Lingxiao Wang

2/27/23, 11:15 AM

74. Stochastic normalizing flows for lattice field theory

Elia Cellini

2/27/23, 11:40 AM

75. Panel discussion

Chair: Sinead Ryan, Members: Simone Bacchio, Daniel Hackett, Maria Paola Lombardo, Alberto Ramos

2/27/23, 12:00 PM

73. Conditional Normalizing Flow model for sampling in the Critical region of Lattice Field Theory

Ankur Singha