Lena Funcke

According to our database, Lena Funcke authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adaptive Observation Cost Control for Variational Quantum Eigensolvers.

Christopher J. Anders, Kim Andrea Nicoli, Bingting Wu, Naima Elosegui, Samuele Pedrielli, Lena Funcke, Karl Jansen, Stefan Kühn, Shinichi Nakajima

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Quantum Algorithms for Charged Particle Track Reconstruction in the LUXE Experiment.

Arianna Crippa, Lena Funcke, Tobias Hartung, Beate Heinemann, Karl Jansen, Annabel Kropf, Stefan Kühn, Federico Meloni, David Spataro, Cenk Tüysüz, Yee Chinn Yap

Comput. Softw. Big Sci., December, 2023

Physics-Informed Bayesian Optimization of Variational Quantum Circuits.

Kim Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Klaus-Robert Müller, Paolo Stornati, Pan Kessel, Shinichi Nakajima

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Applications of Machine Learning to Lattice Quantum Field Theory.

Denis Boyda, Salvatore Calì, Sam Foreman, Lena Funcke, Daniel C. Hackett, Yin Lin, Gert Aarts, Andrei Alexandru, Xiao-Yong Jin, Biagio Lucini, Phiala E. Shanahan

CoRR, 2022

2021

Dimensional Expressivity Analysis of Parametric Quantum Circuits.

Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Paolo Stornati

Quantum, 2021

Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse.

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

CoRR, 2021

Best-approximation error for parametric quantum circuits.

Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Manuel Schneider, Paolo Stornati

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

2020

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

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

CoRR, 2020