Unicore - From project results to production grids. - Achim Streit; Dietmar W. Erwin; Thomas Lippert; Daniel Mallmann; Roger Menday; Michael Rambadt; Morris Riedel; Mathilde Romberg; Bernd Schuller; Philipp Wieder (High Performance Computing Workshop, 2004)

Enhancing Scientific Workflows with Secure Shell Functionality in UNICORE Grids. - Morris Riedel; Daniel Mallmann; Achim Streit (e-Science, 2005)

Web Services Agreement Based Resource Negotiation in UNICORE. - Morris Riedel; Volker Sander; Philipp Wieder; Jiulong Shan (PDPTA, 2005)

GridBeans: Support e-Science and Grid Applications. - Ralf Ratering; Alexander Lukichev; Morris Riedel; Daniel Mallmann; Andrea Vanni; Claudio Cacciari; S. Lanzarini; Krzysztof Benedyczak; Marcelina Borcz; R. Kluszcynski; Piotr Bala; Gert Ohme (e-Science, 2006)

A DRMAA-Based Target System Interface Framework for UNICORE. - Morris Riedel; Roger Menday; Achim Streit; Piotr Bala (ICPADS (2), 2006)

Open Standards-Based Interoperability of Job Submission and Management Interfaces across the Grid Middleware Platforms gLite and UNICORE. - Moreno Marzolla; Paolo Andreetto; Valerio Venturi; Andrea Ferraro; A. Shiraz Memon; M. Shahbaz Memon; Bastian Tweddell; Morris Riedel; Daniel Mallmann; Achim Streit; Sven van den Berghe; Vivian Li; et al. (eScience, 2007)

Computational Steering and Online Visualization of Scientific Applications on Large-Scale HPC Systems within e-Science Infrastructures. - Morris Riedel; Thomas Eickermann; Sonja Habbinga; Wolfgang Frings; Paul Gibbon; Daniel Mallmann; Felix Wolf 001; Achim Streit; Thomas Lippert; Wolfram Schiffmann; Andreas Ernst; Rainer Spurzem; et al. (eScience, 2007)

Web Services Interfaces and Open Standards Integration into the European UNICORE 6 Grid Middleware. - Morris Riedel; Bernd Schuller; Daniel Mallmann; Roger Menday; Achim Streit; Bastian Tweddell; M. Shahbaz Memon; A. Shiraz Memon; Bastian Demuth; Thomas Lippert; David F. Snelling; Sven van den Berghe; et al. (EDOCW, 2007)

Using SAML-Based VOMS for Authorization within Web Services-Based UNICORE Grids. - Valerio Venturi; Morris Riedel; A. Shiraz Memon; M. Shahbaz Memon; Federico Stagni; Bernd Schuller; Daniel Mallmann; Bastian Tweddell; Alberto Gianoli; Sven van den Berghe; David F. Snelling; Achim Streit (Euro-Par Workshops, 2007)

Design and evaluation of a collaborative online visualization and steering framework implementation for computational grids. - Morris Riedel; Thomas Eickermann; Wolfgang Frings; Sonja Dominiczak; Daniel Mallmann; Thomas Düssel; Achim Streit; Paul Gibbon; Felix Wolf 001; Wolfram Schiffmann; Thomas Lippert (GRID, 2007)

Enhanced resource management capabilities using standardized job management and data access interfaces within UNICORE Grids. - M. Shahbaz Memon; A. Shiraz Memon; Morris Riedel; Bernd Schuller; Daniel Mallmann; Bastian Tweddell; Achim Streit; Sven van den Berghe; David F. Snelling; Vivian Li; Moreno Marzolla; Paolo Andreetto (ICPADS, 2007)

VISIT/GS: Higher Level Grid Services for Scientific Collaborative Online Visualization and Steering in UNICORE Grids. - Morris Riedel; Wolfgang Frings; Sonja Dominiczak; Thomas Eickermann; Daniel Mallmann; Paul Gibbon; Thomas Düssel (ISPDC, 2007)

Grid-Based Workflow Management. - Daniel Becker 001; Morris Riedel; Achim Streit; Felix Wolf 001 (CoreGRID Workshop on Grid Middleware, 2008)

Classification of Different Approaches for e-Science Applications in Next Generation Computing Infrastructures. - Morris Riedel; Achim Streit; Felix Wolf 001; Thomas Lippert; Dieter Kranzlmüller (eScience, 2008)

Benchmarking of Integrated OGSA-BES with the Grid Middleware. - Fredrik Hedman; Morris Riedel; Phillip Mucci; Gilbert Netzer; Ali Gholami; M. Shahbaz Memon; A. Shiraz Memon; Zeeshan Ali Shah (Euro-Par Workshops, 2008)

Extending the collaborative online visualization and steering framework for computational Grids with attribute-based authorization. - Morris Riedel; Wolfgang Frings; Sonja Habbinga; Thomas Eickermann; Daniel Mallmann; Achim Streit; Felix Wolf 001; Thomas Lippert; Andreas Ernst; Rainer Spurzem (GRID, 2008)

UNICORE 6 - A European Grid Technology. - Achim Streit; Sandra Bergmann; Rebecca Breu; Jason Milad Daivandy; Bastian Demuth; André Giesler; Björn Hagemeier; Sonja Holl; Valentina Huber; Daniel Mallmann; Ahmed Shiraz Memon; M. Shahbaz Memon; et al. (High Performance Computing Workshop, 2008)

Enabling Grid Interoperability by Extending HPC-driven Job Management with an Open Standard Information Model. - M. Shahbaz Memon; Morris Riedel; A. Shiraz Memon; Achim Streit; Felix Wolf 001 (ACIS-ICIS, 2009)

Life science application support in an interoperable e-science environment. - Sonja Holl; Morris Riedel; Bastian Demuth; Mathilde Romberg; Achim Streit; Vinod Kasam (CBMS, 2009)

Research advances by using interoperable e-science infrastructures. - Morris Riedel; Felix Wolf 001; Dieter Kranzlmüller; Achim Streit; Thomas Lippert (Clust. Comput., 2009)

Interoperation of world-wide production e-Science infrastructures. - Morris Riedel; Erwin Laure; Thomas Soddemann; Laurence Field; John-Paul Navarro; James Casey; Maarten Litmaath; Jean-Philippe Baud; Birger Koblitz; Charlie Catlett; Dane Skow; Cindy Zheng; et al. (Concurr. Comput. Pract. Exp., 2009)

Grid Interoperability for e-Research. - Morris Riedel; Gábor Terstyánszky (J. Grid Comput., 2009)

Experiences and Requirements for Interoperability Between HTC and HPC-driven e-Science Infrastructure. - Morris Riedel; Achim Streit; Daniel Mallmann; Felix Wolf 001; Thomas Lippert (Future Application and Middleware Technology on e-Science, 2010)

Supporting Scientific Biological Applications with Seamless Database Access in Interoperable e-Science Infrastructures. - Sonja Holl; Morris Riedel; Bastian Demuth; Mathilde Romberg; Achim Streit (BIOINFORMATICS, 2010)

Exploring the Potential of Using Multiple E-science Infrastructures with Emerging Open Standards-Based E-health Research Tools. - Morris Riedel; Bernd Schuller; Michael Rambadt; M. Shahbaz Memon; A. Shiraz Memon; Achim Streit; Thomas Lippert; Stefan J. Zasada; Steven Manos; Peter V. Coveney; Felix Wolf 001; Dieter Kranzlmüller (CCGRID, 2010)

Improvements of common open Grid standards to increase High Throughput and High Performance Computing effectiveness on large-scale Grid and e-science infrastructures. - Morris Riedel; M. Shahbaz Memon; A. Shiraz Memon; Achim Streit; Felix Wolf 001; Thomas Lippert; Balázs Kónya; Oxana Smirnova; Aleksandr Konstantinov; Luigi Zangrando; Moreno Marzolla; Johannes Watzl; et al. (IPDPS Workshops, 2010)

UNICORE 6 - Recent and Future Advancements. - Achim Streit; Piotr Bala; Alexander Beck-Ratzka; Krzysztof Benedyczak; Sandra Bergmann; Rebecca Breu; Jason Milad Daivandy; Bastian Demuth; Anastasia Eifer; André Giesler; Björn Hagemeier; Sonja Holl; et al. (Ann. des Télécommunications, 2010)

e-Science Infrastructure Integration Invariants to Enable HTC and HPC Interoperability Applications. - Morris Riedel; M. Shahbaz Memon; A. Shiraz Memon; Daniel Mallmann; Thomas Lippert; Dieter Kranzlmüller; Achim Streit (IPDPS Workshops, 2011)

Requirements of an e-science infrastructure interoperability reference model. - Morris Riedel; Achim Streit; Dieter Kranzlmüller; Daniel Mallmann; Thomas Lippert (MIPRO, 2011)

DEISA - Distributed European Infrastructure for Supercomputing Applications. - Wolfgang Gentzsch; Denis Girou; Alison Kennedy; Hermann Lederer; Johannes Reetz; Morris Riedel; Andreas Schott; Andrea Vanni; Mariano Vázquez; Jules Wolfrat (J. Grid Comput., 2011)

e-Science Infrastructure Interoperability Guide: The Seven Steps Toward Interoperability for e-Science. - Morris Riedel (Guide to e-Science, 2011)

Towards next generations of software for distributed infrastructures: The European Middleware Initiative. - Cristina Aiftimiei; Alberto Aimar; Andrea Ceccanti; Marco Cecchi; Alberto Di Meglio; Florida Estrella; Patrick Fuhrmam; Emidio Giorgio; Balázs Kónya; Laurence Field; Jon Kerr Nilsen; Morris Riedel; et al. (eScience, 2012)

On realizing the concept study ScienceSoft of the European Middleware Initiative: Open Software for Open Science. - Alberto Di Meglio; Florida Estrella; Morris Riedel (eScience, 2012)

Bridging the gaps: Federation of Clouds using Grid services and standards. - M. Shahbaz Memon; Jedrzej Rybicki; Morris Riedel; Ahmed Shiraz Memon; Eric Yen (MIPRO, 2012)

Enhanced Resource Management Enabling Standard Parameter Sweep Jobs for Scientific Applications. - Sonja Holl; M. Shahbaz Memon; Bernd Schuller; Morris Riedel; Yassene Mohammed; Magnus Palmblad; Andrew S. Grimshaw (ICPP, 2013)

Improvements of the UltraScan scientific gateway to enable computational jobs on large-scale and open-standards based cyberinfrastructures. - M. Shahbaz Memon; Norbert Attig; Gary Gorbet; Lahiru Gunathilake; Morris Riedel; Thomas Lippert; Suresh Marru; Andrew S. Grimshaw; Florian Janetzko; Borries Demeler; Raminder Singh (XSEDE, 2013)

Enhancing the performance of scientific workflow execution in e-science environments by harnessing the standards based parameter sweep model. - M. Shahbaz Memon; Morris Riedel; Sonja Holl; Bernd Schuller; Andrew S. Grimshaw (XSEDE, 2013)

A data infrastructure reference model with applications: towards realization of a ScienceTube vision with a data replication service. - Morris Riedel; Peter Wittenburg; Johannes Reetz; Mark van de Sanden; Jedrzej Rybicki; Benedikt von St. Vieth; Giuseppe Fiameni; Giacomo Mariani; Alberto Michelini; Claudio Cacciari; Willem Elbers; Daan Broeder; et al. (J. Internet Serv. Appl., 2013)

Design and applications of an interoperability reference model for production e-science infrastructures. - Morris Riedel (2013)

Smart data analytics methods for remote sensing applications. - Gabriele Cavallaro; Morris Riedel; Jón Atli Benediktsson; Markus Götz; Tomas Runarsson; Kristjan Jonasson; Thomas Lippert (IGARSS, 2014)

High productivity data processing analytics methods with applications. - Morris Riedel; A. Shiraz Memon; M. Shahbaz Memon (MIPRO, 2014)

Federated Authentication and Credential Translation in the EUDAT Collaborative Data Infrastructure. - Ahmed Shiraz Memon; Jens Jensen; Ales Cernivec; Krzysztof Benedyczak; Morris Riedel (UCC, 2014)

Advancements of the UltraScan scientific gateway for open standards-based cyberinfrastructures. - M. Shahbaz Memon; Morris Riedel; Florian Janetzko; Borries Demeler; Gary Gorbet; Suresh Marru; Andrew S. Grimshaw; Lahiru Gunathilake; Raminder Singh; Norbert Attig; Thomas Lippert (Concurr. Comput. Pract. Exp., 2014)

On Scalable Data Mining Techniques for Earth Science. - Markus Götz; Matthias Richerzhagen; Christian Bodenstein; Gabriele Cavallaro; Philipp Glock; Morris Riedel; Jón Atli Benediktsson (ICCS, 2015)

Scalable developments for big data analytics in remote sensing. - Gabriele Cavallaro; Morris Riedel; Christian Bodenstein; Philipp Glock; Matthias Richerzhagen; Markus Götz; Jón Atli Benediktsson (IGARSS, 2015)

Interoperable job execution and data access through UNICORE and the Global Federated File System. - M. Shahbaz Memon; Morris Riedel; Chris Koeritz; Andrew S. Grimshaw (MIPRO, 2015)

Scalable and parallel machine learning algorithms for statistical data mining - Practice & experience. - Morris Riedel; Markus Götz; Matthias Richerzhagen; Philipp Glock; Christian Bodenstein; Ahmed Shiraz Memon; M. Shahbaz Memon (MIPRO, 2015)

HPDBSCAN: highly parallel DBSCAN. - Markus Götz; Christian Bodenstein; Morris Riedel (MLHPC@SC, 2015)

Overview of XSEDE-PRACE collaborative projects in 2014. - Tabitha K. Samuel; Shunzhou Wan; Peter V. Coveney; Morris Riedel; M. Shahbaz Memon; Sandra Gesing; Nancy Wilkins-Diehr (XSEDE, 2015)

On Understanding Big Data Impacts in Remotely Sensed Image Classification Using Support Vector Machine Methods. - Gabriele Cavallaro; Morris Riedel; Matthias Richerzhagen; Jón Atli Benediktsson; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Automatic Object Detection Using DBSCAN for Counting Intoxicated Flies in the FLORIDA Assay. - Christian Bodenstein; Markus Götz; Annika Jansen; Henrike Scholz; Morris Riedel (ICMLA, 2016)

Enabling Scalable Data Processing and Management through Standards-based Job Execution and the Global Federated File System. - Mohammad Shahbaz Memon; Morris Riedel; Ahmed Shiraz Memon; Chris Koeritz; Andrew S. Grimshaw; Helmut Neukirchen (Scalable Comput. Pract. Exp., 2016)

Tree-based supervised feature extraction method based on self-dual attribute profiles. - Gabriele Cavallaro; Mauro Dalla Mura; Morris Riedel; Jón Atli Benediktsson (IGARSS, 2017)

Facilitating efficient data analysis of remotely sensed images using standards-based parameter sweep models. - M. Shahbaz Memon; Gabriele Cavallaro; Morris Riedel; Helmut Neukirchen (IGARSS, 2017)

Facilitating collaboration in high-performance computing projects with an interaction room. - Matthias Book; Morris Riedel; Helmut Neukirchen; Markus Götz (SEPS@SPLASH, 2017)

Scaling Support Vector Machines Towards Exascale Computing for Classification of Large-Scale High-Resolution Remote Sensing Images. - Ernir Erlingsson; Gabriele Cavallaro; Morris Riedel; Helmut Neukirchen (IGARSS, 2018)

The Influence of Sampling Methods on Pixel-Wise Hyperspectral Image Classification with 3D Convolutional Neural Networks. - Julius Lange; Gabriele Cavallaro; Markus Götz; Ernir Erlingsson; Morris Riedel (IGARSS, 2018)

Automated Analysis of Remotely Sensed Images Using the Unicore Workflow Management System. - M. Shahbaz Memon; Gabriele Cavallaro; Björn Hagemeier; Morris Riedel; Helmut Neukirchen (IGARSS, 2018)

Modular supercomputing design supporting machine learning applications. - Ernir Erlingsson; Gabriele Cavallaro; Andreas Galonska; Morris Riedel; Helmut Neukirchen (MIPRO, 2018)

Enabling Interactive Supercomputing at JSC Lessons Learned. - Jens Henrik Göbbert; Tim Kreuzer; Alice Grosch; Andreas Lintermann; Morris Riedel (ISC Workshops, 2018)

Towards Federated Service Discovery and Identity Management in Collaborative Data and Compute Cloud Infrastructures. - Ahmed Shiraz Memon; Jens Jensen; Willem Elbers; Helmut Neukirchen; Matthias Book; Morris Riedel (J. Grid Comput., 2018)

Parallel Computation of Component Trees on Distributed Memory Machines. - Markus Götz; Gabriele Cavallaro; Thierry Géraud; Matthias Book; Morris Riedel (IEEE Trans. Parallel Distributed Syst., 2018)

Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images. - Gabriele Cavallaro; Yakoub Bazi; Farid Melgani; Morris Riedel (IGARSS, 2019)

Scalable Workflows for Remote Sensing Data Processing with the Deep-Est Modular Supercomputing Architecture. - Ernir Erlingsson; Gabriele Cavallaro; Helmut Neukirchen; Morris Riedel (IGARSS, 2019)

Automatic water mixing event identification in the Koljö fjord observatory data. - Markus Götz; Mikhail Kononets; Christian Bodenstein; Morris Riedel; Matthias Book; Olafur P. Palsson (Int. J. Data Sci. Anal., 2019)

Remote Sensing Big Data Classification with High Performance Distributed Deep Learning. - Rocco Sedona; Gabriele Cavallaro; Jenia Jitsev; Alexandre Strube; Morris Riedel; Jón Atli Benediktsson (Remote. Sens., 2019)

Cloud Deep Networks for Hyperspectral Image Analysis. - Juan Mario Haut; José Antonio Gallardo Jaramago; Mercedes Eugenia Paoletti; Gabriele Cavallaro; Javier Plaza; Antonio Plaza; Morris Riedel (IEEE Trans. Geosci. Remote. Sens., 2019)

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer. - Gabriele Cavallaro; Dennis Willsch; Madita Willsch; Kristel Michielsen; Morris Riedel (IGARSS, 2020)

Scaling Up a Multispectral Resnet-50 to 128 GPUs. - Rocco Sedona; Gabriele Cavallaro; Jenia Jitsev; Alexandre Strube; Morris Riedel; Matthias Book (IGARSS, 2020)

Evolutionary Optimization of Neural Architectures in Remote Sensing Classification Problems. - Daniel Coquelin; Rocco Sedona; Morris Riedel; Markus Götz (IGARSS, 2021)

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification. - Amer Delilbasic; Gabriele Cavallaro; Madita Willsch; Farid Melgani; Morris Riedel; Kristel Michielsen (IGARSS, 2021)

Practice and Experience in Using Parallel and Scalable Machine Learning in Remote Sensing from HPC Over Cloud to Quantum Computing. - Morris Riedel; Gabriele Cavallaro; Jón Atli Benediktsson (IGARSS, 2021)

Enhancing Large Batch Size Training of Deep Models for Remote Sensing Applications. - Rocco Sedona; Gabriele Cavallaro; Morris Riedel; Matthias Book (IGARSS, 2021)

Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures. - Morris Riedel; Rocco Sedona; Chadi Barakat; Pétur Helgi Einarsson; Reza Hassanian; Gabriele Cavallaro; Matthias Book; Helmut Neukirchen; Andreas Lintermann (IPDPS Workshops, 2021)

An HPC-Driven Data Science Platform to Speed-up Time Series Data Analysis of Patients with the Acute Respiratory Distress Syndrome. - Chadi Barakat; Sebastian Johannes Fritsch; Morris Riedel; Sigurður Brynjólfsson (MIPRO, 2021)

Design and Evaluation of an HPC-based Expert System to speed-up Retail Data Analysis using Residual Networks Combined with Parallel Association Rule Mining and Scalable Recommenders. - Chadi Barakat; Morris Riedel; Sigurður Brynjólfsson; Gabriele Cavallaro; J. Busch; Rocco Sedona (MIPRO, 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; et al. (ISC Workshops, 2021)

Towards Large-Scale Rendering of Simulated Crops for Synthetic Ground Truth Generation on Modular Supercomputers. - Dirk Norbert Helmrich; Jens Henrik Göbbert; Mona Giraud; Hanno Scharr; Andrea Schnepf; Morris Riedel (CoRR, 2021)

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images. - Rocco Sedona; Claudia Paris; Gabriele Cavallaro; Lorenzo Bruzzone; Morris Riedel (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Facilitating Collaboration in Machine Learning and High-Performance Computing Projects with an Interaction Room. - Matthias Book; Morris Riedel; Helmut Neukirchen; Ernir Erlingsson (e-Science, 2022)

Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification. - Marcel Aach; Rocco Sedona; Andreas Lintermann; Gabriele Cavallaro; Helmut Neukirchen; Morris Riedel (IGARSS, 2022)

Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Julich Unified Infrastructure for Quantum Computing. - Gabriele Cavallaro; Morris Riedel; Thomas Lippert; Kristel Michielsen (IGARSS, 2022)

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing. - Edoardo Pasetto; Amer Delilbasic; Gabriele Cavallaro; Madita Willsch; Farid Melgani; Morris Riedel; Kristel Michielsen (IGARSS, 2022)

An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory. - Rocco Sedona; Claudia Paris; Liang Tian; Morris Riedel; Gabriele Cavallaro (IGARSS, 2022)

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning. - Surbhi Sharma; Ribana Roscher; Morris Riedel; M. Shahbaz Memon; Gabriele Cavallaro (IGARSS, 2022)

Lessons learned on using High-Performance Computing and Data Science Methods towards understanding the Acute Respiratory Distress Syndrome (ARDS). - Chadi Barakat; Sebastian Johannes Fritsch; Konstantin Sharafutdinov; G. Ingólfsson; Andreas Schuppert; Sigurður Brynjólfsson; Morris Riedel (MIPRO, 2022)

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications. - Morris Riedel; Matthias Book; Helmut Neukirchen; Gabriele Cavallaro; Andreas Lintermann (MIPRO, 2022)

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing. - Edoardo Pasetto; Morris Riedel; Farid Melgani; Kristel Michielsen; Gabriele Cavallaro (IEEE Geosci. Remote. Sens. Lett., 2022)

Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods. - Marcel Aach; Eray Inanc; Rakesh Sarma; Morris Riedel; Andreas Lintermann (AutoML, 2023)

Adaptive multi-tier intelligent data manager for Exascale. - Jesús Carretero 001; Javier García-Blas; Marco Aldinucci; Jean-Baptiste Besnard; Jean-Thomas Acquaviva; André Brinkmann; Marc-André Vef; Emmanuel Jeannot; Alberto Miranda; Ramon Nou; Morris Riedel; Massimo Torquati; et al. (CF, 2023)

Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems. - Edoardo Pasetto; Morris Riedel; Kristel Michielsen; Gabriele Cavallaro (IGARSS, 2023)

Enhancing Training Set Through Multi-Temporal Attention Analysis in Transformers for Multi-Year Land Cover Mapping. - Rocco Sedona; Jan Ebert; Claudia Paris; Morris Riedel; Gabriele Cavallaro (IGARSS, 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 (IGARSS, 2023)

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC. - Morris Riedel; Chadi Barakat; Sebastian Johannes Fritsch; Marcel Aach; J. Busch; Andreas Lintermann; Andreas Schuppert; Sigurður Brynjólfsson; Helmut Neukirchen; Matthias Book (MIPRO, 2023)

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision. - Marcel Aach; Rakesh Sarma; Eray Inanc; Morris Riedel; Andreas Lintermann (SC Workshops, 2023)

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series. - Rocco Sedona; Claudia Paris; Jan Ebert; Morris Riedel; Gabriele Cavallaro (IEEE Geosci. Remote. Sens. Lett., 2023)

Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient. - Reza Hassanian; Morris Riedel (Comput., 2023)

Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks. - Marcel Aach; Eray Inanc; Rakesh Sarma; Morris Riedel; Andreas Lintermann (J. Big Data, 2023)

A Transformation Matrix Explains the Sequential Forecasting Data-Driven Deep Learning Model. - Reza Hassanian; Ásdís Helgadóttir; Morris Riedel (ICCA, 2024)

Reverse Quantum Annealing for Hybrid Quantum-Classical Satellite Mission Planning. - Amer Delilbasic; Bertrand Le Saux; Morris Riedel; Kristel Michielsen; Gabriele Cavallaro (IGARSS, 2024)

Enhancing Land Cover Mapping: A Novel Automatic Approach To Improve Mixed Spectral Pixel Classification. - Surbhi Sharma; Rocco Sedona; Morris Riedel; Gabriele Cavallaro; Claudia Paris (IGARSS, 2024)

Supporting Seismic Data Survey Design Through the Integration of Satellite-Based Land Cover Maps. - Liang Tian; Naveed Akram; Rocco Sedona; Nikos Savva; Morris Riedel; Gabriele Cavallaro; Eric Verschuur (IGARSS, 2024)

Automated Processing of Pipelines Managing Now- and Forecasting of Infectious Diseases. - M. Shahbaz Memon; Johann F. Jadebeck; Michael Osthege; Anna Wendler; David Kerkmann; Henrik Zunker; Wolfgang Wiechert; Katharina Nöh; Jens Henrik Göbbert; Björn Hagemeier; Morris Riedel; Martin J. Kühn (MIPRO, 2024)

Hands-On Plant Root System Reconstruction in Virtual Reality. - Dirk Norbert Baker; Tobias Selzner; Jens Henrik Göbbert; Hanno Scharr; Morris Riedel; Ebba Þóra Hvannberg; Andrea Schnepf; Daniel Zielasko (VRST, 2024)

Vectorized Highly Parallel Density-Based Clustering for Applications With Noise. - Joseph Arnold Xavier; Juan Pedro Gutiérrez H. Muriedas; Stepan Nassyr; Rocco Sedona; Markus Götz; Achim Streit; Morris Riedel; Gabriele Cavallaro (IEEE Access, 2024)

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification. - Amer Delilbasic; Bertrand Le Saux; Morris Riedel; Kristel Michielsen; Gabriele Cavallaro (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks. - Edoardo Pasetto; Morris Riedel; Kristel Michielsen; Gabriele Cavallaro (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Sen4Map: Advancing Mapping With Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data. - Surbhi Sharma; Rocco Sedona; Morris Riedel; Gabriele Cavallaro; Claudia Paris (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Distributed hybrid quantum-classical performance prediction for hyperparameter optimization. - Eric Wulff; Juan Pablo García Amboage; Marcel Aach; Thorsteinn Eli Gislason; Thorsteinn Kristinn Ingolfsson; Tomas Kristinn Ingolfsson; Edoardo Pasetto; Amer Delilbasic; Morris Riedel; Rakesh Sarma; Maria Girone; Andreas Lintermann (Quantum Mach. Intell., 2024)

Resource-adaptive successive doubling for hyperparameter optimization with large datasets on high-performance computing systems. - Marcel Aach; Rakesh Sarma; Helmut Neukirchen; Morris Riedel; Andreas Lintermann (Future Gener. Comput. Syst., 2026)