Jonas Arruda

According to our database, Jonas Arruda authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

MEmilio - A high performance Modular EpideMIcs simuLatIOn software for multi-scale and comparative simulations of infectious disease dynamics.

Julia Bicker, Carlotta Gerstein, David Kerkmann, Sascha Korf, René Schmieding, Anna Wendler, Henrik Zunker, Daniel Abele, Maximilian Betz, Khoa Nguyen, Lena Plötzke, Kilian Volmer, Agatha Schmidt, Nils Waßmuth, Patrick Lenz, Daniel Richter, Hannah Tritzschak, Ralf Hannemann-Tamas, Julian Litz, Paul Johannssen, Marielena Borges, Annika Jungklaus, Manuel Heger, Annalena Lange, Elisabeth Kluth, Kathrin Rack, Vincent Wieland, Jonas Arruda, Sebastian Binder, Margrit Klitz, Martin Siggel, Manuel Dahmen, Achim Basermann, Michael Meyer-Hermann, Jan Hasenauer, Martin J. Kühn

CoRR, February, 2026

BayesFlow 2.0: Multi-Backend Amortized Bayesian Inference in Python.

Lars Kühmichel, Jerry M. Huang, Valentin Pratz, Jonas Arruda, Hans Olischläger, Daniel Habermann, Simon Kucharský, Lasse Elsemüller, Aayush Mishra, Niels Bracher, Svenja Jedhoff, Marvin Schmitt, Paul-Christian Bürkner, Stefan T. Radev

CoRR, February, 2026

2025

Diffusion Models in Simulation-Based Inference: A Tutorial Review.

Jonas Arruda, Niels Bracher, Ullrich Köthe, Jan Hasenauer, Stefan T. Radev

CoRR, December, 2025

2024

An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation.

Jonas Arruda, Yannik Schälte, Clemens Peiter, Olga Teplytska, Ulrich Jaehde, Jan Hasenauer

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

2023

Accessibility of covariance information creates vulnerability in Federated Learning frameworks.

Manuel Huth, Jonas Arruda, Roy Gusinow, Lorenzo Contento, Evelina Tacconelli, Jan Hasenauer

Bioinform., September, 2023