Upscaling Glasma simulations using machine learning


Project Acronym Projekt Kurzbezeichnung
Glasma-ML
 
Project Title (de) Projekttitel (de)
Upscaling Glasma simulations using machine learning
 
Project Title (en) Projekttitel (en)
Upscaling Glasma simulations using machine learning
 
Consortium Coordinator Koordinator des Konsortiums
 
Principal Investigator Projektleiter_in
 
Funder/Funding Agency Fördergeber
FWF - Österr. Wissenschaftsfonds
Grant number Förderkennnummer
P 32446-N27
 

Publications

Results 1-20 of 21 (Search time: 0.004 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Ipp, Andreas Symmetries and MLPresentation Vortrag18-Aug-2023
2Wenger, Urs ; Ipp, Andreas ; Müller, David ; Holland, Kieran Machine learning a fixed point actionPresentation Vortrag28-Jun-2023
3Ipp, Andreas ; Müller, David ; Schuh, Daniel ; Favoni, Matteo Visualizing the inner workings of L-CNNsPresentation Vortrag27-Jun-2023
4Müller, David Applications of group and gauge equivariant neural networks to problems in lattice field theoryPresentation Vortrag16-May-2023
5Aronsson, Jimmy ; Müller, David ; Schuh, Daniel Geometrical aspects of lattice gauge equivariant convolutional neural networksPreprint Preprint23-Mar-2023
6Schuh, Daniel Transverse momentum broadening in the glasma: real-time lattice simulations and the weak-field limitPresentation Vortrag6-Apr-2022
7Bulusu, Srinath ; Favoni, Matteo ; Ipp, Andreas ; Mueller, David ; Schuh, Daniel Translational equivariance in neural networksPräsentation Presentation2021
8Ipp, Andreas ; Favoni, Matteo ; Mueller, David ; Schuh, Daniel Preserving lattice gauge equivariance in neural networksPräsentation Presentation2021
9Ipp, Andreas ; Favoni, Matteo ; Mueller, David ; Schuh, Daniel Generic Lattice gauge equivariant CNNPräsentation Presentation2021
10Ipp, Andreas ; Mueller, David Simulating the Glasma stage in heavy ion collisionsPräsentation Presentation2021
11Sato, Nobuo ; Shanahan, Phiala ; Ipp, Andreas ; Cranmer, Kyle Machine Learning Round TablePräsentation Presentation2021
12Ipp, Andreas ; Mueller, David ; Schuh, Daniel Transverse momentum broadening in real-time lattice simulations of the glasmaPräsentation Presentation2021
13Favoni, Matteo ; Ipp, Andreas ; Mueller, David ; Schuh, Daniel Lattice Gauge Symmetry in Neural NetworksPräsentation Presentation2021
14Favoni, Matteo ; Ipp, Andreas ; Mueller, David ; Schuh, Daniel Implementing gauge symmetry in machine learning modelsPräsentation Presentation2021
15Bulusu, Srinath ; Favoni, Matteo ; Ipp, Andreas ; Mueller, David ; Schuh, Daniel Generalization capabilities of neural networks in lattice applicationsPräsentation Presentation2021
16Ipp, Andreas ; Mueller, David ; Schuh, Daniel Transverse momentum broadening of jets in the weak field limit of the glasmaPräsentation Presentation2021
17Ipp, Andreas ; Mueller, David ; Schuh, Daniel Jet momentum broadening in real-time lattice simulations of the glasmaPräsentation Presentation2021
18Ipp, Andreas ; Mueller, David ; Schuh, Daniel Simulations of the Glasma in 2+1D and 3+1DPräsentation Presentation2020
19Ipp, Andreas ; Mueller, David ; Schuh, Daniel Jet transverse momentum broadening in the GlasmaPräsentation Presentation2020
20Ipp, Andreas ; Mueller, David ; Schuh, Daniel Momentum broadening in the GlasmaPräsentation Presentation2020