Philipp Pilar

According to our database, Philipp Pilar authored at least 5 papers between 2020 and 2025.

Collaborative distances:

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

2025

Repulsive Ensembles for Bayesian Inference in Physics-informed Neural Networks.

Philipp Pilar, Markus Heinonen, Niklas Wahlström

CoRR, May, 2025

2024

Probabilistic Matching of Real and Generated Data Statistics in Generative Adversarial Networks.

Philipp Pilar, Niklas Wahlström

Trans. Mach. Learn. Res., 2024

Physics-informed neural networks with unknown measurement noise.

Philipp Pilar, Niklas Wahlström

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2022

Incorporating Sum Constraints into Multitask Gaussian Processes.

Philipp Pilar, Carl Jidling, Thomas B. Schön, Niklas Wahlström

Trans. Mach. Learn. Res., 2022

2020

Thermodynamics of ultrastrongly coupled light-matter systems.

Philipp Pilar, Daniele De Bernardis, Peter Rabl

Quantum, 2020