Forschungsbereich Machine Learning

Organization Name (de) Name der Organisation (de)
E194-06 - Forschungsbereich Machine Learning
 
Code Kennzahl
E194-06
 
Type of Organization Organisationstyp
Research Division
Parent OrgUnit Übergeordnete Organisation
 
Active Aktiv
 


Results 1-20 of 65 (Search time: 0.004 seconds).

PreviewAuthor(s)TitleTypeIssue Date
1Cemin, Giovanni ; Carnazza, Francesco ; Andergassen, Sabine ; Martius, Georg ; Carollo, Federico ; Lesanovsky, Igor Inferring interpretable dynamical generators of local quantum observables from projective measurements through machine learningArticle Artikel 3-Apr-2024
2Krämer, Marcel ; Meixner, Michael ; Fraboulet, Kilian ; Bonetti, Pietro M. ; Vilardi, Demetrio ; Wentzell, Nils ; Schäfer, Thomas ; Toschi, Alessandro ; Andergassen, Sabine Towards nonperturbative nonlocal correlations in the 2d Hubbard Model with the fRGPresentation Vortrag22-Mar-2024
3Hauff, Johannes ; Ankerhold, Joachim ; Rastelli, Gianluca ; Belzig, Wolfgang ; Andergassen, Sabine ; Maile, Dominik Engineering the speedup of quantum tunneling in Josephson systems via dissipationPresentation Vortrag20-Mar-2024
4Clemens Heitzinger ; Stefan Woltran A Short Introduction to Artificial Intelligence: Methods, Success Stories, and Current LimitationsBook Contribution Buchbeitrag2024
5Meixner, Michael ; Menke, Henri ; Klett, Marcel ; Heinzelmann, Sarah ; Andergassen, Sabine ; Hansmann, Philipp ; Schäfer, Thomas Mott transition and pseudogap of the square-lattice Hubbard model: Results from center-focused cellular dynamical mean-field theoryArticle Artikel 2024
6Ruzicka, Laurenz ; Dominik Söllinger ; Kohn, Bernhard ; Heitzinger, Clemens ; Uhl, Andreas ; Strobl, Bernhard Improving sensor interoperability between contactless and contact-based fingerprints using pose correction and unwarpingArticle Artikel 18-Dec-2023
7Bause-2023-Maximally Expressive GNNs for Outerplanar Graphs-vor.pdf.jpgBause, Franka ; Jogl, Fabian ; Indri, Patrick ; Drucks, Tamara ; Penz, David ; Kriege, Nils ; Gärtner, Thomas ; Welke, Pascal ; Thiessen, Maximilian Maximally Expressive GNNs for Outerplanar GraphsInproceedings Konferenzbeitrag 15-Dec-2023
8Bause-2023-Maximally Expressive GNNs for Outerplanar Graphs-am.pdf.jpgBause, Franka ; Jogl, Fabian ; Indri, Patrick ; Drucks, Tamara ; Penz, David ; Kriege, Nils ; Gärtner, Thomas ; Welke, Pascal ; Thiessen, Maximilian Maximally Expressive GNNs for Outerplanar GraphsPresentation Vortrag 1-Dec-2023
9Brasoveanu-2023-Extending Graph Neural Networks with Global Features-am.pdf.jpgBrasoveanu, Andrei Dragos ; Jogl, Fabian ; Welke, Pascal ; Thiessen, Maximilian Extending Graph Neural Networks with Global FeaturesPresentation Vortrag 1-Dec-2023
10Brasoveanu-2023-Extending Graph Neural Networks with Global Features-am.pdf.jpgBrasoveanu, Andrei Dragos ; Jogl, Fabian ; Welke, Pascal ; Thiessen, Maximilian Extending Graph Neural Networks with Global FeaturesPresentation Vortrag 27-Nov-2023
11Bause-2023-Maximally Expressive GNNs for Outerplanar Graphs-vor.pdf.jpgBause, Franka ; Jogl, Fabian ; Welke, Pascal ; Thiessen, Maximilian Maximally Expressive GNNs for Outerplanar GraphsInproceedings Konferenzbeitrag 25-Nov-2023
12Burgstaller-Muehlbacher-2023-Molecular Phylogenetics and Evolution-vor.pdf.jpgBurgstaller-Muehlbacher, Sebastian ; Crotty, Stephen ; Schmidt, Heiko ; Reden, Franziska ; Drucks, Tamara ; von Haeseler, Arndt ModelRevelator: Fast phylogenetic model estimation via deep learningArticle Artikel Nov-2023
132023-No PAIN no Gain More Expressive GNNs with Paths-vor.pdf.jpgGraziani, Caterina ; Drucks, Tamara ; Bianchini, Monica ; Scarselli, Franco ; Gärtner, Thomas No PAIN no Gain: More Expressive GNNs with PathsInproceedings Konferenzbeitrag Oct-2023
14Andergassen, Sabine Correlations on all length scales in the Hubbard model and beyondPresentation Vortrag21-Sep-2023
15Jogl, Fabian ; Thiessen, Maximilian ; Gärtner, Thomas Expressivity-Preserving GNN SimulationInproceedings Konferenzbeitrag 21-Sep-2023
16Al-Eryani, Aiman ; Heinzelmann, Sarah ; Andergassen, Sabine fRG analysis of the extended Hubbard model - SBE fluctuation diagnostics of screeningPresentation Vortrag18-Sep-2023
17Fraboulet, Kilian ; Andergassen, Sabine Single-boson-exchange functional renormalization group and its application to the Hubbard modelPresentation Vortrag6-Sep-2023
18Al-Eryani, Aiman ; Andergassen, Sabine Modular fRG Code for Lattice Fermion Systems: Challenges, Strategies and IdeasPresentation Vortrag6-Sep-2023
19Al-Eryani, Aiman ; Scherer, Michael ; Andergassen, Sabine Single Boson Exchange fRG for Extended Hubbard InteractionsPresentation Vortrag5-Sep-2023
20Krämer, Marcel ; Andergassen, Sabine Cluster Extension of DMF²RGPresentation Vortrag5-Sep-2023