Mario Rüttgers

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Intracranial Aneurysms

Meteorological Data

Computational Fluid Dynamics

Top Venues

Future Gener. Comput. Syst.

Publications

Mario Rüttgers, Moritz Waldmann, Klaus Vogt, Justus Ilgner, Wolfgang Schröder, Andreas Lintermann
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning. Comput. Biol. Medicine 173 (2024)
Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Egele, Elisabeth Pfaehler, Rushikesh Shende, Marcel Aach, Wolfgang Schröder, Prasanna Balaprakash, Andreas Lintermann
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations. Future Gener. Comput. Syst. 159 (2024)
Aito Higashida, Kazuto Ando, Mario Rüttgers, Andreas Lintermann, Makoto Tsubokura
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields. Future Gener. Comput. Syst. 159 (2024)
Rishabh Puri, Junya Onishi, Mario Rüttgers, Rakesh Sarma, Makoto Tsubokura, Andreas Lintermann
On the choice of physical constraints in artificial neural networks for predicting flow fields. Future Gener. Comput. Syst. 161 (2024)
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)