Tobias Hartung

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Lattice Structure

Monte Carlo Sampling

Approximation Error

Generative Model

Top Venues

J. Comput. Phys.

Comput. Phys. Commun.

Publications

Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Klaus-Robert Müller, Paolo Stornati, Pan Kessel, Shinichi Nakajima
Physics-Informed Bayesian Optimization of Variational Quantum Circuits. CoRR (2024)
Kim A. Nicoli, Christopher J. Anders, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima
Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories. CoRR (2023)
Fernando Gago-Encinas, Tobias Hartung, Daniel M. Reich, Karl Jansen, Christiane P. Koch
Determining the ability for universal quantum computing: Testing controllability via dimensional expressivity. Quantum 7 (2023)
Cenk Tüysüz, Giuseppe Clemente, Arianna Crippa, Tobias Hartung, Stefan Kühn, Karl Jansen
Classical splitting of parametrized quantum circuits. Quantum Mach. Intell. 5 (2) (2023)
Arianna Crippa, Lena Funcke, Tobias Hartung, Beate Heinemann, Karl Jansen, Annabel Kropf, Stefan Kühn, Federico Meloni, David Spataro, Cenk Tüysüz, Yee Chinn Yap
Quantum Algorithms for Charged Particle Track Reconstruction in the LUXE Experiment. Comput. Softw. Big Sci. 7 (1) (2023)
Kim Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Klaus-Robert Müller, Paolo Stornati, Pan Kessel, Shinichi Nakajima
Physics-Informed Bayesian Optimization of Variational Quantum Circuits. NeurIPS (2023)
Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Manuel Schneider, Paolo Stornati
Best-approximation error for parametric quantum circuits. ICWS (2021)
Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati
Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse. CoRR (2021)
Tobias Hartung, Karl Jansen, Frances Y. Kuo, Hernan Leövey, Dirk Nuyens, Ian H. Sloan
Lattice meets lattice: Application of lattice cubature to models in lattice gauge theory. J. Comput. Phys. 443 (2021)
Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Paolo Stornati
Dimensional Expressivity Analysis of Parametric Quantum Circuits. Quantum 5 (2021)
Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati
On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models. CoRR (2020)
Tobias Hartung, Karl Jansen, Frances Y. Kuo, Hernan Leövey, Dirk Nuyens, Ian H. Sloan
Lattice meets lattice: Application of lattice cubature to models in lattice gauge theory. CoRR (2020)
Andreas Ammon, Alan Genz, Tobias Hartung, Karl Jansen, Hernan Leövey, Julia Volmer
On the efficient numerical solution of lattice systems with low-order couplings. Comput. Phys. Commun. 198 (2016)