Mario Rüttgers

According to our database, Mario Rüttgers authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

How Regional Wind Characteristics Affect CNN-based wind predictions: Insights from Spatiotemporal Correlation Analysis.

Heesoo Shin, Mario Rüttgers, Sangseung Lee

CoRR, 2023

2022

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

Mario Rüttgers, Moritz Waldmann, Wolfgang Schröder, Andreas Lintermann

Appl. Intell., 2022

Prediction of Typhoon Track and Intensity Using a Generative Adversarial Network With Observational and Meteorological Data.

Mario Rüttgers, Soohwan Jeon, Sangseung Lee, Donghyun You

IEEE Access, 2022

2021

Effects of the Nasal Cavity Complexity on the Pharyngeal Airway Fluid Mechanics: A Computational Study.

Hussein Aljawad, Mario Rüttgers, Andreas Lintermann, Wolfgang Schröder, Kyungmin Clara Lee

J. Digit. Imaging, 2021

Machine-Learning-Based Control of Perturbed and Heated Channel Flows.

Mario Rüttgers, Moritz Waldmann, Wolfgang Schröder, Andreas Lintermann

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

2020

Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning.

Mario Rüttgers, Seong-Ryong Koh, Jenia Jitsev, Wolfgang Schröder, Andreas Lintermann

Proceedings of the High Performance Computing, 2020

2018

Typhoon track prediction using satellite images in a Generative Adversarial Network.

Mario Rüttgers, Sangseung Lee, Donghyun You

CoRR, 2018