Philipp Scholl

According to our database, Philipp Scholl authored at least 13 papers between 2022 and 2025.

Collaborative distances:

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

2025

Interpretable Robotic Friction Learning via Symbolic Regression.

Philipp Scholl, Alexander Dietrich, Sebastian Wolf, Jinoh Lee, Alin Albu-Schäffer, Gitta Kutyniok, Maged Iskandar

CoRR, May, 2025

Graph Neural Networks for Enhancing Ensemble Forecasts of Extreme Rainfall.

Christopher Bülte, Sohir Maskey, Philipp Scholl, Jonas von Berg, Gitta Kutyniok

CoRR, April, 2025

Probabilistic neural operators for functional uncertainty quantification.

Christopher Bülte, Philipp Scholl, Gitta Kutyniok

Trans. Mach. Learn. Res., 2025

ParFam - (Neural Guided) Symbolic Regression via Continuous Global Optimization.

Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Robust Identifiability for Symbolic Recovery of Differential Equations.

Hillary Hauger, Philipp Scholl, Gitta Kutyniok

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Corrigendum to "Learning-based adaption of robotic friction models" [Robotics and Computer-Integrated Manufacturing Volume 89, October 2024].

Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok

Robotics Comput. Integr. Manuf., 2024

Learning-based adaption of robotic friction models.

Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok

Robotics Comput. Integr. Manuf., 2024

Compositional Construction of Barrier Functions for Switched Impulsive Systems.

Katharina Bieker, Hugo T. M. Kussaba, Philipp Scholl, Jaesug Jung, Abdalla Swikir, Sami Haddadin, Gitta Kutyniok

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

ParFam - Symbolic Regression Based on Continuous Global Optimization.

Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok

CoRR, 2023

The Uniqueness Problem of Physical Law Learning.

Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Well-definedness of Physical Law Learning: The Uniqueness Problem.

Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok

CoRR, 2022

Safe Policy Improvement Approaches and Their Limitations.

Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft

Proceedings of the Agents and Artificial Intelligence - 14th International Conference, 2022

Safe Policy Improvement Approaches on Discrete Markov Decision Processes.

Philipp Scholl, Felix Dietrich, Clemens Otte, Steffen Udluft

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022