Christiane Helling

According to our database, Christiane Helling authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Accelerating exoplanet climate modelling: A machine learning approach to complement 3D GCM grid simulations.

Alexander Plaschzug, Amit Reza, Ludmila Carone, Sebastian Gernjak, Christiane Helling

CoRR, August, 2025

Grid-based exoplanet atmospheric mass loss predictions through neural network.

Amit Reza, Daria Kubyshkina, Luca Fossati, Christiane Helling

CoRR, February, 2025

2024

Machine learning-based classification for Single Photon Space Debris Light Curves.

Nadine M. Trummer, Amit Reza, Michael A. Steindorfer, Christiane Helling

CoRR, 2024

2023

The Deep Atmospheric Composition of Jupiter from Thermochemical Calculations Based on Galileo and Juno Data.

Frank Rensen, Yamila Miguel, Mantas Zilinskas, Amy Louca, Peter Woitke, Christiane Helling, Oliver Herbort

Remote. Sens., February, 2023

Harnessing machine learning for accurate treatment of overlapping opacity species in GCMs.

Aaron David Schneider, Paul Mollière, Gilles Louppe, Ludmila Carone, Uffe Gråe Jørgensen, Leen Decin, Christiane Helling

CoRR, 2023