Jan-Philipp Roche

According to our database, Jan-Philipp Roche authored at least 4 papers between 2021 and 2025.

Collaborative distances:

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

2025

Using Autoencoders and Automatic Differentiation to Reconstruct Missing Variables in a Set of Time Series.

Jan-Philipp Roche, Oliver Niggemann, Jens Friebe

SN Comput. Sci., April, 2025

2024

Enhancing Nonlinear Electrical Circuit Modeling with Prior Knowledge-Infused Neural ODEs.

Bernd Zimmering, Jan-Philipp Roche, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023

Using Autoencoders and AutoDiff to Reconstruct Missing Variables in a Set of Time Series.

Jan-Philipp Roche, Oliver Niggemann, Jens Friebe

CoRR, 2023

2021

Neural Network Modeling of Nonlinear Filters for EMC Simulation in Discrete Time Domain.

Jan-Philipp Roche, Jens Friebe, Oliver Niggemann

Proceedings of the IECON 2021, 2021