Scholar
Simon Heilig
Google Scholar ID: znbQrPoAAAAJ
ELLIS PhD Student @ RUB
Deep Learning
Graph Neural Networks
Neural ODEs
Spatiotemporal Statistics
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Citations & Impact
All-time
Citations
25
H-index
3
i10-index
0
Publications
7
Co-authors
0
Publications
5 items
Get a GRIP, this will be a long TRIP: A Quantifiable Long-Range Framework for Verifying Over-squashing
2026
Cited
0
Port-Hamiltonian Neural Networks for Systems with Multiple Asymptotically Stable Equilibria
2026
Cited
0
A Critical Audit of Spatiotemporal Forecasting Benchmark Datasets and Baselines
2026
Cited
0
Towards an Optimal Control Perspective of ResNet Training
2025
Cited
0
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
2024
Cited
0
