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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

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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

OpenAccess OpenAccess

3

Journal Article

A scalable pipeline to create synthetic datasets from functional–structural plant models for deep learning

Helmrich, Dirk Norbert
2024

In silico plants, 6 (2024) 1, S. diad022

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4

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

OpenAccess 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

6

Journal Article

Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support

Barakat, Chadi
2023

Diagnostics, 13 (2023) 3, S. 391

OpenAccess

7

Journal Article

Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome

Barakat, Chadi
2023

Diagnostics, 13 (2023) 12, S. 2098

OpenAccess

8

Contribution to a conference proceedings

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

Pasetto, Edoardo
2023

9

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

OpenAccess

10

Poster

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

Aach, Marcel
2023

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

12

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

OpenAccess

13

Contribution to a conference proceedings

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision

Aach, Marcel
2023

OpenAccess

14

Abstract

A Deep Learning-based Surrogate of a Physiology Simulator for Diagnosis Support in the ICU

Barakat, Chadi
2023

15

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

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16

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

OpenAccess

17

Contribution to a conference proceedings

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

Sedona, Rocco
2023

OpenAccess

18

Contribution to a book
Contribution to a conference proceedings

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

Aach, Marcel
2023

228

OpenAccess

19

Journal Article

Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene

Fritsch, Sebastian
2022

Anästhesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie, 57 (2022) 03, S. 172 - 184

Published on 2022-03-23. Available in OpenAccess from 2023-03-23.

20

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

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