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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

IEEE journal of selected topics in applied earth observations and remote sensing, 2024-01, Vol.17, p.1-9

2024

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Leading-Edge Erosion and Floating Particles: Stagnation Point Simulation in Particle-Laden Turbulent Flow via Lagrangian Particle Tracking

Machines (Basel), 2023-05, Vol.11 (5), p.566

2023

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Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient

Computation, 2023-11, Vol.11 (11), p.227

2023

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Sen4Map: Advancing Mapping With Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.13893-13907

2024

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Deep Learning Forecasts a Strained Turbulent Flow Velocity Field in Temporal Lagrangian Framework: Comparison of LSTM and GRU

Fluids (Basel), 2022-11, Vol.7 (11), p.344

2022

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A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.1434-1445

2024

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Wind Velocity and Forced Heat Transfer Model for Photovoltaic Module

Fluids (Basel), 2024-01, Vol.9 (1), p.17

2024

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A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.10134-10146

2021

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

Journal of big data, 2023-12, Vol.10 (1), p.96-23, Article 96

2023

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Implicit Equation for Photovoltaic Module Temperature and Efficiency via Heat Transfer Computational Model

Thermo, 2022-03, Vol.2 (1), p.39-55

2022

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

Fluids (Basel), 2024-04, Vol.9 (4), p.84

2024

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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

Diagnostics (Basel), 2023-01, Vol.13 (3), p.391

2023

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Prediction of Head Related Transfer Functions Using Machine Learning Approaches

Acoustics (Basel, Switzerland), 2023-03, Vol.5 (1), p.254-267

2023

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

Diagnostics (Basel), 2023-06, Vol.13 (12), p.2098

2023

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Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene

Anästhesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie : AINS, 2022-03, Vol.57 (3), p.172-184

2022

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Developing a latent space to describe full-sphere head-related transfer functions

The Journal of the Acoustical Society of America, 2022-10, Vol.152 (4), p.A186-A186

2022

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A deep learning-based surrogate of a physiology simulator for diagnosis support in the ICU

Journal of critical care, 2024-06, Vol.81, p.154549, Article 154549

2024

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Design and manufacture of synthetic pinnæ for studying head-related transfer functions

The Journal of the Acoustical Society of America, 2022-04, Vol.151 (4), p.A220-A221

2022

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Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

IEEE geoscience and remote sensing letters, 2023, Vol.20, p.1-5

2023

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Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

Journal of medical Internet research, 2021-03, Vol.23 (3), p.e26646

2021

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Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

IEEE geoscience and remote sensing letters, 2022, Vol.19, p.1-5

2022

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Artificial Intelligence: Infrastructures and Prerequisites at European Level

Anasthesiologie, Intensivmedizin, Notfallmedizin, Schmerztherapie : AINS, 2022-03, Vol.57 (3), p.172

2022

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Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation

Journal of critical care, 2024-08, Vol.82, p.154795-154795, Article 154795

2024

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Iceland wind farm assessment case study and development: An empirical data from wind and wind turbine

Cleaner Energy Systems, 2023-04, Vol.4, p.100058, Article 100058

2023

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Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”

Journal of critical care, 2024-10, Vol.83, p.154850, Article 154850

2024

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Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks

Leading-Edge Erosion and Floating Particles: Stagnation Point Simulation in Particle-Laden Turbulent Flow via Lagrangian Particle Tracking

Buckling Assessment in the Dynamics Mechanisms, Stewart Platform Case Study: In the Context of Loads and Joints, Deflection Positions Gradient

Sen4Map: Advancing Mapping With Sentinel-2 by Providing Detailed Semantic Descriptions and Customizable Land-Use and Land-Cover Data

Deep Learning Forecasts a Strained Turbulent Flow Velocity Field in Temporal Lagrangian Framework: Comparison of LSTM and GRU

A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification

Wind Velocity and Forced Heat Transfer Model for Photovoltaic Module

A High-Performance Multispectral Adaptation GAN for Harmonizing Dense Time Series of Landsat-8 and Sentinel-2 Images

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

Implicit Equation for Photovoltaic Module Temperature and Efficiency via Heat Transfer Computational Model

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

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

Prediction of Head Related Transfer Functions Using Machine Learning Approaches

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

Künstliche Intelligenz: Infrastrukturen und Voraussetzungen auf europäischer Ebene

Developing a latent space to describe full-sphere head-related transfer functions

A deep learning-based surrogate of a physiology simulator for diagnosis support in the ICU

Design and manufacture of synthetic pinnæ for studying head-related transfer functions

Toward the Production of Spatiotemporally Consistent Annual Land Cover Maps Using Sentinel-2 Time Series

Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey

Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

Artificial Intelligence: Infrastructures and Prerequisites at European Level

Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation

Iceland wind farm assessment case study and development: An empirical data from wind and wind turbine

Authors’ response: “Development of a machine learning model for prediction of the duration of unassisted spontaneous breathing in patients during prolonged weaning from mechanical ventilation”

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