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

1

Turbulent Flow Prediction-Simulation: Strained Flow with Initial Isotropic Condition Using a GRU Model Trained by an Experimental Lagrangian Framework, with Emphasis on Hyperparame...

Hassanian, Reza
2024

Fluids, 9 (2024) 4, S. 84

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

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

4

Contribution to a book
Contribution to a conference proceedings

Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods

Aach, Marcel
2023

228

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

5

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...”

6

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

7

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

8

Contribution to a conference proceedings

A proposed hybrid two-stage DL-HPC method for wind speed forecasting: using the first average forecast output for long-term forecasting

Hassanian, Reza
2023

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
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9

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...”

10

Contribution to a conference proceedings

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision

Aach, Marcel
2023

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

11

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

12

Poster

A Hybrid Quantum-Classical Workflow for Hyperparameter Optimization of Neural Networks

Aach, Marcel
2023

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

13

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...”

14

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

15

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...”
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16

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

17

Contribution to a conference proceedings

Speed-Up of Machine Learning for Sound Localization via High-Performance Computing

Sumner, Eric Michael
2022

“...Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups...”
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18

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

19

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

20

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

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