JuLib | Articles & more - {"Domain-Specific Simulation }

1

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

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess OpenAccess

2

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

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess OpenAccess

3

Contribution to a book
Contribution to a conference proceedings

Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC

Riedel, Morris
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

4

Journal Article

Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks

Aach, Marcel
2023

Journal of Big Data, 10 (2023) 1, S. 96

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

5

Journal Article

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

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

6

Contribution to a conference proceedings

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

Pasetto, Edoardo
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”

7

Contribution to a book
Contribution to a conference proceedings

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

Tian, Liang
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

8

Preprint

Quantum SVR for Chlorophyll Concentration Estimation in Water with Remote Sensing

Pasetto, Edoardo
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

9

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

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
Get full text OpenAccess

10

Contribution to a book
Contribution to a conference proceedings

Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing

Pasetto, Edoardo
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

11

Contribution to a conference proceedings

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

Sedona, Rocco
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

12

Contribution to a conference proceedings

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

Cavallaro, Gabriele
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

13

Contribution to a conference proceedings

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

Riedel, Morris
2021

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

14

Contribution to a book
Contribution to a conference proceedings

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification

Delilbasic, Amer
2021

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

15

Contribution to a book
Contribution to a conference proceedings

JUWELS Booster – A Supercomputer for Large-Scale AI Research

Kesselheim, Stefan
2021

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
OpenAccess

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