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Michielsen, Kristel AND Cavallaro, Gabriele

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Michielsen, Kristel AND Cavallaro, Gabriele

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Contribution to a conference proceedings 6 Contribution to a book 3 Journal Article 3 Conference Presentation 1 Preprint 1

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Journal Article

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

Delilbasic, Amer
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 1434 - 1445

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Journal Article

Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

Pasetto, Edoardo
2024

IEEE journal of selected topics in applied earth observations and remote sensing, 17 (2024) S. 3262 - 3269

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Contribution to a conference proceedings

Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems

Pasetto, Edoardo
2023

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Contribution to a book
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Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era

Cavallaro, Gabriele
2023

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Journal Article

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Pasetto, Edoardo
2022

IEEE geoscience and remote sensing letters, 19 (2022) S. 1 - 5

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Contribution to a book
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Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing

Pasetto, Edoardo
2022

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Contribution to a conference proceedings

Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Jülich Unified Infrastructure for Quantum Computing

Cavallaro, Gabriele
2022

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Quantum SVR for Chlorophyll Concentration Estimation in Water with Remote Sensing

Pasetto, Edoardo
2022

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification

Delilbasic, Amer
2021

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Contribution to a conference proceedings

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

Cavallaro, Gabriele
2020

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Conference Presentation

Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer

Cavallaro, Gabriele
2020

“...Jülich Supercomputing Center; JSC Jülich Supercomputing Center...”

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Publications database 11 Open Access 9

Contribution to a conference proceedings 6 Contribution to a book 3 Journal Article 3 Conference Presentation 1 Preprint 1

Cavallaro, Gabriele Michielsen, Kristel Riedel, Morris 11 Pasetto, Edoardo 5 Melgani, Farid 4 Willsch, Madita 4 more ... Delilbasic, Amer 3 Willsch, Dennis 2 Le Saux, Bertrand 1 Lintermann, Andreas 1 Lippert, Thomas 1 Sedona, Rocco 1 see all ... less ...

Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 9 Cross-Domain Algorithms, Tools, Methods Labs (ATMLs) and Research Groups 8 Research on AI- and Simulation-Based Engineering at Exascale 4 EUROCC-2 3 Data-Intensive Science and Federated Computing 2 Joint Virtual Laboratort for AI, Data Analytics and Scalable Simulation 2 more ... Computational Science and Mathematical Methods 1 EUROPEAN PILOT FOR EXASCALE 1 National Competence Centres in the framework of EuroHPC 1 see all ... less ...

Jülich Supercomputing Center; JSC 11

2022 4 2021 2 2023 2 2024 2 2020 1

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