Alert button
Picture for Tobias Hartung

Tobias Hartung

Alert button

Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories

Feb 27, 2023
Kim A. Nicoli, Christopher J. Anders, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima

Figure 1 for Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
Figure 2 for Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
Figure 3 for Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
Figure 4 for Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
Viaarxiv icon

Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse

Nov 30, 2021
Kim A. Nicoli, Christopher Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati

Figure 1 for Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse
Figure 2 for Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse
Viaarxiv icon

On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models

Jul 14, 2020
Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati

Figure 1 for On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models
Figure 2 for On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models
Figure 3 for On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models
Figure 4 for On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models
Viaarxiv icon