Martin G. Schultz

According to our database, Martin G. Schultz authored at least 13 papers between 2002 and 2024.

Collaborative distances:

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

2024

Mantik: A Workflow Platform for the Development of Artificial Intelligence on High-Performance Computing Infrastructures.

Thomas Seidler, Fabian Emmerich, Kristian Ehlert, Rico Berner, Oliver Nagel-Kanzler, Norbert Schultz, Markus Quade, Martin G. Schultz, Markus Abel

J. Open Source Softw., 2024

2023

Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images.

Ankit Patnala, Scarlet Stadtler, Martin G. Schultz, Juergen Gall

IEEE Geosci. Remote. Sens. Lett., 2023

AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning.

Christian Lessig, Ilaria Luise, Bing Gong, Michael Langguth, Scarlet Stadtler, Martin G. Schultz

CoRR, 2023

End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing.

Liang Tian, Rocco Sedona, Amirpasha Mozaffari, Enxhi Kreshpa, Claudia Paris, Morris Riedel, Martin G. Schultz, Gabriele Cavallaro

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Multi-Modal Self-Supervised Learning for Boosting Crop Classification Using Sentinel2 and Planetscope.

Ankit Patnala, Scarlet Stadtler, Martin G. Schultz, Juergen Gall

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Enabling Canonical Analysis Workflows Documented Data Harmonization on Global Air Quality Data.

Sabine Schröder, Eleonora Epp, Amirpasha Mozaffari, Mathilde Romberg, Niklas Selke, Martin G. Schultz

Data Intell., 2022

HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction.

Amirpasha Mozaffari, Michael Langguth, Bing Gong, Jessica Ahring, Adrian Rojas Campos, Pascal Nieters, Otoniel José Campos Escobar, Martin Wittenbrink, Peter Baumann, Martin G. Schultz

Data Intell., 2022

2021

Context aware benchmarking and tuning of a TByte-scale air quality database and web service.

Clara Betancourt, Björn Hagemeier, Sabine Schröder, Martin G. Schultz

Earth Sci. Informatics, 2021

JUWELS Booster - A Supercomputer for Large-Scale AI Research.

Stefan Kesselheim, Andreas Herten, Kai Krajsek, Jan Ebert, Jenia Jitsev, Mehdi Cherti, Michael Langguth, Bing Gong, Scarlet Stadtler, Amirpasha Mozaffari, Gabriele Cavallaro, Rocco Sedona, Alexander Schug, Alexandre Strube, Roshni Kamath, Martin G. Schultz, Morris Riedel, Thomas Lippert

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

2019

A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services.

Najmeh Kaffashzadeh, Felix Kleinert, Martin G. Schultz

Proceedings of the Business Information Systems Workshops, 2019

2018

A Web Service Architecture for Objective Station Classification Purposes.

Martin G. Schultz, Sander Apweiler, Jan Vogelsang, Björn Hagemeier, Felix Kleinert, Daniel Mallmann

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2014

Ten years of global burned area products from spaceborne remote sensing - A review: Analysis of user needs and recommendations for future developments.

Florent Mouillot, Martin G. Schultz, Chao Yue, Patricia Cadule, Kevin Tansey, Philippe Ciais, Emilio Chuvieco

Int. J. Appl. Earth Obs. Geoinformation, 2014

2002

Modeling chemical constituents of the atmosphere.

Johann Feichter, Martin G. Schultz, Thomas Diehl

Comput. Sci. Eng., 2002