Christian Nauck

Joined

February 2022

Names

Christian Nauck (Preferred)

Emails

****@pik-potsdam.de (Confirmed)

Personal Links

Career & Education History

PhD student

Potsdam Institute for Climate Impact Research (pik-potsdam.de)

2020 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning Dynamic Stability Landscapes from Graph Topology
Christian Nauck, Junyou Zhu, Michael Lindner, Frank Hellmann
- Submitted to ICLR 2026
- Readers: Everyone
Dirac--Bianconi Graph Neural Networks - Enabling long-range graph predictions
Christian Nauck, Rohan Gorantla, Michael Lindner, Konstantin Schürholt, Antonia S J S Mey, Frank Hellmann
- ICML 2024 Workshop GRaM
- Readers: Everyone
Deep Graph Predictions using Dirac-Bianconi Graph Neural Networks
Christian Nauck, Rohan Gorantla, Michael Lindner, Konstantin Schürholt, Antonia S J S Mey, Frank Hellmann
- Submitted to ICLR 2024
- Readers: Everyone
Towards predicting dynamic stability of power grids with Graph Neural Networks
Christian Nauck, Michael Lindner, Konstantin Schürholt, Frank Hellmann
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Predicting basin stability of power grids using graph neural networks
Christian Nauck
- 13 Jun 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors