Concepedia

Mario Rüttgers

MR

5

Publications

252

Citations

5

H-Index

2019

Active since

Affiliations

Pohang University of Science and Technology(Current)

RWTH Aachen University

Inha University

Jülich Aachen Research Alliance

Forschungszentrum Jülich

Mario Rüttgers is an author at Pohang University of Science and Technology specializing in engineering, meteorology, and forecasting.

Top concepts

EngineeringForecastingMeteorologyData ScienceGeographyTurbulenceAerodynamicsDeep LearningEarth ScienceUrban Climate

Publications per year

2019–2023

5

Publications

5

Prediction of a typhoon track using a generative adversarial network and satellite images

Mario Rüttgers, Sang-Seung Lee, Soohwan Jeon et al. · Scientific Reports · 2019 · 158 citations · Full text

Large-eddy simulation of turbulent flow over the DrivAer fastback vehicle model

Mario Rüttgers, Junshin Park, Donghyun You · Journal of Wind Engineering and Industrial Aerodynamics · 2019 · 34 citations

Unsteady Flow, Engineering, Aerospace Engineering +9

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

Mario Rüttgers, Soohwan Jeon, Sang-Seung Lee et al. · IEEE Access · 2022 · 30 citations · Full text

Storm Surge, Forecasting Methodology, Engineering +17

Effects of spatiotemporal correlations in wind data on neural network-based wind predictions

Heesoo Shin, Mario Rüttgers, Sang-Seung Lee · Energy · 2023 · 18 citations

Wind Data, Meteorology, Spatiotemporal Correlations +10

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

Mario Rüttgers, Moritz Waldmann, Wolfgang Schröder et al. · Applied Intelligence · 2022 · 12 citations · Full text

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