JuLib | Articles & more - {"Lintermann, Andreas"}

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

“...Lintermann, Andreas...”
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2

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

“...Lintermann, Andreas...”
OpenAccess

3

Contribution to a conference proceedings

Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision

Aach, Marcel
2023

“...Lintermann, Andreas...”
OpenAccess

4

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

“...Lintermann, Andreas...”
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

“...Lintermann, Andreas...”
OpenAccess

6

Dataset

Actuated Turbulent Boundary Layer Flows Dataset

Albers, Marian
2023

“...Lintermann, Andreas...”

7

Software

AI4HPC v0.3

Inanc, Eray
2023

“...Lintermann, Andreas...”

8

Journal Article

Impact of the injector lateral offset on the dynamics of a lean premixed flame and the thermoacoustic stability of a burner

Herff, S.
2023

Combustion and flame, 256 (2023) S. 112995

“...Lintermann, Andreas...”
OpenAccess

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

“...Lintermann, Andreas...”
OpenAccess

10

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

“...Lintermann, Andreas...”

11

Poster

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

Aach, Marcel
2023

“...Lintermann, Andreas...”
OpenAccess

12

Poster

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

Lintermann, Andreas
2023

“...Lintermann, Andreas...”
OpenAccess

13

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

“...Lintermann, Andreas...”
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14

Journal Article

A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows

Rüttgers, Mario
2022

Applied intelligence, 52 (2022) S. 9080–9100

“...Lintermann, Andreas...”
OpenAccess

15

Contribution to a conference proceedings

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

Aach, Marcel
2022

“...Lintermann, Andreas...”
OpenAccess

16

Contribution to a conference proceedings

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

Sumner, Eric Michael
2022

“...Lintermann, Andreas...”
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17

Contribution to a conference proceedings

Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part II: Autoencoder Training on HPC Systems

Inanc, Eray
2022

“...Lintermann, Andreas...”
OpenAccess

18

Contribution to a conference proceedings

Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part I: Investigation of Autoencoder-Based Trainings

Sarma, Rakesh
2022

“...Lintermann, Andreas...”
OpenAccess

19

Journal Article

An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology

Waldmann, Moritz
2022

Medical & Biological Engineering & Computing Medical & biological engineering & computing, 60 60 (2021 2021) 2 2, S. 365-391 365-391

“...Lintermann, Andreas...”
OpenAccess

20

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

“...Lintermann, Andreas...”
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