Martin G. Schultz

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 11

Top Topics

Service Architecture

Supervised Learning

Top Venues

Publications

Ankit Patnala, Scarlet Stadtler, Martin G. Schultz, Juergen Gall
Generating Views Using Atmospheric Correction for Contrastive Self-Supervised Learning of Multispectral Images. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Christian Lessig, Ilaria Luise, Bing Gong, Michael Langguth, Scarlet Stadtler, Martin G. Schultz
AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning. CoRR (2023)
Liang Tian, Rocco Sedona, Amirpasha Mozaffari, Enxhi Kreshpa, Claudia Paris, Morris Riedel, Martin G. Schultz, Gabriele Cavallaro
End-to-End Process Orchestration of Earth Observation Data Workflows with Apache Airflow on High Performance Computing. IGARSS (2023)
Ankit Patnala, Scarlet Stadtler, Martin G. Schultz, Juergen Gall
Multi-Modal Self-Supervised Learning for Boosting Crop Classification Using Sentinel2 and Planetscope. IGARSS (2023)
Sabine Schröder, Eleonora Epp, Amirpasha Mozaffari, Mathilde Romberg, Niklas Selke, Martin G. Schultz
Enabling Canonical Analysis Workflows Documented Data Harmonization on Global Air Quality Data. Data Intell. 4 (2) (2022)
Amirpasha Mozaffari, Michael Langguth, Bing Gong, Jessica Ahring, Adrian Rojas Campos, Pascal Nieters, Otoniel José Campos Escobar, Martin Wittenbrink, Peter Baumann, Martin G. Schultz
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction. Data Intell. 4 (2) (2022)
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
JUWELS Booster - A Supercomputer for Large-Scale AI Research. CoRR (2021)
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
JUWELS Booster - A Supercomputer for Large-Scale AI Research. ISC Workshops (2021)
Clara Betancourt, Björn Hagemeier, Sabine Schröder, Martin G. Schultz
Context aware benchmarking and tuning of a TByte-scale air quality database and web service. Earth Sci. Informatics 14 (3) (2021)
Najmeh Kaffashzadeh, Felix Kleinert, Martin G. Schultz
A New Tool for Automated Quality Control of Environmental Time Series (AutoQC4Env) in Open Web Services. BIS (Workshops) (2019)
Martin G. Schultz, Sander Apweiler, Jan Vogelsang, Björn Hagemeier, Felix Kleinert, Daniel Mallmann
A Web Service Architecture for Objective Station Classification Purposes. eScience (2018)
Florent Mouillot, Martin G. Schultz, Chao Yue, Patricia Cadule, Kevin Tansey, Philippe Ciais, Emilio Chuvieco
Ten years of global burned area products from spaceborne remote sensing - A review: Analysis of user needs and recommendations for future developments. Int. J. Appl. Earth Obs. Geoinformation 26 (2014)
Johann Feichter, Martin G. Schultz, Thomas Diehl
Modeling chemical constituents of the atmosphere. Comput. Sci. Eng. 4 (5) (2002)