Jonas Beck

According to our database, Jonas Beck authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

On the Regularity and Interpolation of Coupled Cluster Amplitudes in Canonical Orbital Basis.

Jonas Beck, Benjamin Stamm

CoRR, May, 2026

Mixed neural posterior estimation for simulators with discrete and continuous parameters.

Jan Boelts, Cornelius Schröder, Jonas Beck, Jakob H. Macke, Michael Deistler, Daniel Gedon

CoRR, May, 2026

2025

sbi reloaded: a toolkit for simulation-based inference workflows.

Jan Boelts, Michael Deistler, Manuel Glöckler, Álvaro Tejero-Cantero, Jan-Matthis Lueckmann, Guy Moss, Peter Steinbach, Thomas Moreau, Fabio Muratore, Julia Linhart, Conor Durkan, Julius Vetter, Benjamin Kurt Miller, Maternus Herold, Abolfazl Ziaeemehr, Matthijs Pals, Theo Gruner, Sebastian Bischoff, Nastya Krouglova, Richard Gao, Janne K. Lappalainen, Bálint Mucsányi, Felix Pei, Auguste Schulz, Zinovia Stefanidi, Pedro Rodrigues, Cornelius Schröder, Faried Abu Zaid, Jonas Beck, Jaivardhan Kapoor, David S. Greenberg, Pedro J. Gonçalves, Jakob H. Macke

J. Open Source Softw., May, 2025

Combined statistical-biophysical modeling links ion channel genes to physiology of cortical neuron types.

Yves Bernaerts, Michael Deistler, Pedro J. Gonçalves, Jonas Beck, Marcel Stimberg, Federico Scala, Andreas S. Tolias, Jakob H. Macke, Dmitry Kobak, Philipp Berens

Patterns, 2025

A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations.

Kyra L. Kadhim, Jonas Beck, Ziwei Huang, Jakob H. Macke, Fred Rieke, Thomas Euler, Michael Deistler, Philipp Berens

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations.

Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens

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

2022

Efficient identification of informative features in simulation-based inference.

Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob H. Macke, Philipp Berens

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022