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

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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3

Journal Article

Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning

Rüttgers, Mario
2024

Computers in biology and medicine, 173 (2024) S. 108383

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

4

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

5

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

6

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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7

Dataset

Actuated Turbulent Boundary Layer Flows Dataset

Albers, Marian
2023

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

8

Software

AI4HPC v0.3

Inanc, Eray
2023

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

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 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

11

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

12

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

13

Poster

Transfer at the Jülich Supercomputing Centre - Bringing Artificial Intelligence and High-Performance Computing to Industry

Lintermann, Andreas
2023

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

14

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

15

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

16

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

17

Book
Dissertation / PhD Thesis

Scalable Deep Learning for Remote Sensing with High Performance Computing

Sedona, Rocco
2023

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

18

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...”

19

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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20

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...”
Get full text OpenAccess

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