Jan Florian Wellmann

According to our database, Jan Florian Wellmann authored at least 8 papers between 2012 and 2026.

Collaborative distances:

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

2026

Uncertainty quantification using Hamiltonian Monte Carlo for structural geological modelling with implicit neural representations (INR).

Kaifeng Gao, Michael Hillier, Florian Wellmann

Comput. Geosci., 2026

2025

Fault representation in structural modelling with implicit neural representations.

Kaifeng Gao, Florian Wellmann

Comput. Geosci., 2025

2023

Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets.

Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, Bastian Leibe

Comput. Geosci., 2023

2022

GemGIS - Spatial Data Processing for Geomodeling.

Alexander Jüstel, Arthur Endlein Correira, Marius Pischke, Miguel de la Varga, Jan Florian Wellmann

J. Open Source Softw., 2022

2021

The Surface Velocity Response of a Tropical Glacier to Intra and Inter Annual Forcing, Cordillera Blanca, Peru.

Andrew Kos, Florian Amann, Tazio Strozzi, Julian Osten, Jan Florian Wellmann, Mohammadreza Jalali, Anja Dufresne

Remote. Sens., 2021

2014

Integrating structural geological data into the inverse modelling framework of iTOUGH2.

Jan Florian Wellmann, Stefan Finsterle, Adrian Croucher

Comput. Geosci., 2014

2013

Information Theory for Correlation Analysis and Estimation of Uncertainty Reduction in Maps and Models.

Jan Florian Wellmann

Entropy, 2013

2012

Python scripting libraries for subsurface fluid and heat flow simulations with TOUGH2 and SHEMAT.

Jan Florian Wellmann, Adrian Croucher, Klaus Regenauer-Lieb

Comput. Geosci., 2012