Jonas R. Naujoks

According to our database, Jonas R. Naujoks authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Building Trust in PINNs: Error Estimation through Finite Difference Methods.

Aleksander Krasowski, René P. Klausen, Aycan Celik, Sebastian Lapuschkin, Wojciech Samek, Jonas R. Naujoks

CoRR, March, 2026

2025

LieSolver: A PDE-constrained solver for IBVPs using Lie symmetries.

René P. Klausen, Ivan Timofeev, Johannes Frank, Jonas R. Naujoks, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

CoRR, October, 2025

Leveraging Influence Functions for Resampling Data in Physics-Informed Neural Networks.

Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker, Galip Ümit Yolcu, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek, René P. Klausen

Proceedings of the Explainable Artificial Intelligence, 2025

2024

Opportunities and limitations of explaining quantum machine learning.

Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon, Thomas Wiegand, Wojciech Samek, Jens Eisert

CoRR, 2024

PINNfluence: Influence Functions for Physics-Informed Neural Networks.

Jonas R. Naujoks, Aleksander Krasowski, Moritz Weckbecker, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek, René P. Klausen

CoRR, 2024