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

1

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

2

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

3

Journal Article

Deep-Learning-Based 3-D Surface Reconstruction—A Survey

Farshian, Anis
2023

Proceedings of the IEEE, 111 (2023) 11, S. 1464 - 1501

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

4

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

5

Contribution to a conference proceedings

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

Sedona, Rocco
2023

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

6

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

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

7

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...”

8

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...”

9

Journal Article

A Summer School Session on Mastering Geospatial Artificial Intelligence: From Data Production to Artificial Intelligence Foundation Model Development and Downstream Applications [T...

Maskey, Manil
2023

IEEE geoscience and remote sensing magazine, 11 (2023) 3, S. 129 - 132

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

10

Journal Article

Enhancing Distributed Neural Network Training Through Node-Based Communications

Moreno-Álvarez, Sergio
2023

IEEE transactions on neural networks and learning systems, 35 (2023) S. 1 - 15

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

11

Contribution to a book
Contribution to a conference proceedings

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

Cavallaro, Gabriele
2023

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

12

Contribution to a conference proceedings

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

Aach, Marcel
2022

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

13

Conference Presentation

Current and future training activities for (new) QC users at SURF and FZJ

Küchler, Nils
2022

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

14

Contribution to a conference proceedings

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications

Riedel, M.
2022

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

15

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

16

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

17

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

18

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

19

Contribution to a book
Contribution to a conference proceedings

Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning

Sharma, Surbhi
2022

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

20

Contribution to a conference proceedings

Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification

Moreno-Alvarez, Sergio
2022

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

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