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Contribution to a conference proceedings 8 Contribution to a book 3 Book 1 Dissertation / PhD Thesis 1 Journal Article 1

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Scalable Deep Learning for Remote Sensing with High Performance Computing

Sedona, Rocco
2023

“...Sedona, Rocco...”

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Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Sedona, Rocco
2023

IEEE geoscience and remote sensing letters, 20 (2023) S. 1 - 5

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Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era

Cavallaro, Gabriele
2023

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Contribution to a conference proceedings

Accuracy assessment of land-use-land-cover maps: the semantic gap between in situ and satellite data

Paris, Claudia
2023

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

Tian, Liang
2023

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Contribution to a conference proceedings

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping

Sedona, Rocco
2023

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Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification

Aach, Marcel
2022

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An Automatic Approach for the production of a Time Series of Consistent Land-cover Maps Based on Long-short Term Memory

Sedona, Rocco
2022

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JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

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Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures

Riedel, Morris
2021

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Publications database 10 Open Access 7

Contribution to a conference proceedings 8 Contribution to a book 3 Book 1 Dissertation / PhD Thesis 1 Journal Article 1

Sedona, Rocco 10 Cavallaro, Gabriele 9 Riedel, Morris 8 Paris, Claudia 5 Ebert, Jan 3 Lintermann, Andreas 3 more ... Mozaffari, Amirpasha 2 Neukirchen, Helmut 2 Schultz, Martin 2 Tian, Liang 2 Aach, Marcel 1 Barakat, Chadi 1 Book, Matthias 1 Cherti, Mehdi 1 Einarsson, Petur 1 Gong, Bing 1 Hassanian, Reza 1 Herten, Andreas 1 Jitsev, Jenia 1 Kamath, Roshni 1 Kesselheim, Stefan 1 Krajsek, Kai 1 Kreshpa, Enxhi 1 Langguth, Michael 1 Lippert, Thomas 1 Martinez-Sanchez, Laura 1 Michielsen, Kristel 1 Schug, Alexander 1 Sharma, Surbhi 1 Stadtler, Scarlet 1 see all ... less ...

Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups Research on AI- and Simulation-Based Engineering at Exascale 7 Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 5 EUROCC-2 3 Adaptive multi-tier intelligent data manager for Exascale 2 National Competence Centres in the framework of EuroHPC 2 more ... DEEP - Extreme Scale Technologies 1 DEEP – SOFTWARE FOR EXASCALE ARCHITECTURES 1 Doktorand ohne besondere Förderung 1 EUROPEAN PILOT FOR EXASCALE 1 Earth System Data Exploration 1 Joint Virtual Laboratort for AI, Data Analytics and Scalable Simulation 1 SimLab Neuroscience 1 Supercomputing & Big Data Facilities 1 see all ... less ...

Jülich Supercomputing Center; JSC 10

2023 6 2021 2 2022 2

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