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Mario Rüttgers
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 7
Top Topics
Deep Learning
Radial Basis Function Network
Meteorological Data
Remotely Sensed
Top Venues
CoRR
ISC Workshops
Appl. Intell.
J. Digit. Imaging
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Publications
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Heesoo Shin
,
Mario Rüttgers
,
Sangseung Lee
How Regional Wind Characteristics Affect CNN-based wind predictions: Insights from Spatiotemporal Correlation Analysis.
CoRR
(2023)
Mario Rüttgers
,
Soohwan Jeon
,
Sangseung Lee
,
Donghyun You
Prediction of Typhoon Track and Intensity Using a Generative Adversarial Network With Observational and Meteorological Data.
IEEE Access
10 (2022)
Mario Rüttgers
,
Moritz Waldmann
,
Wolfgang Schröder
,
Andreas Lintermann
A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows.
Appl. Intell.
52 (8) (2022)
Hussein Aljawad
,
Mario Rüttgers
,
Andreas Lintermann
,
Wolfgang Schröder
,
Kyungmin Clara Lee
Effects of the Nasal Cavity Complexity on the Pharyngeal Airway Fluid Mechanics: A Computational Study.
J. Digit. Imaging
34 (5) (2021)
Mario Rüttgers
,
Moritz Waldmann
,
Wolfgang Schröder
,
Andreas Lintermann
Machine-Learning-Based Control of Perturbed and Heated Channel Flows.
ISC Workshops
(2021)
Mario Rüttgers
,
Seong-Ryong Koh
,
Jenia Jitsev
,
Wolfgang Schröder
,
Andreas Lintermann
Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning.
ISC Workshops
(2020)
Mario Rüttgers
,
Sangseung Lee
,
Donghyun You
Typhoon track prediction using satellite images in a Generative Adversarial Network.
CoRR
(2018)