Mario Rüttgers

17 papers Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards a widespread usage of computational fluid dynamics simulations for automated virtual nasal surgery planning.
Future Gener. Comput. Syst.
Mario Rüttgers, Moritz Waldmann, Fabian Hübenthal, Klaus Vogt, Makoto Tsubokura, Sangseung Lee, Andreas Lintermann
2026 J jnl
itwinai: A Python Toolkit for Scalable Scientific Machine Learning on HPC Systems.
J. Open Source Softw.
Matteo Bunino, Jarl Sæther, Linus Eickhoff, Anna Lappe, Kalliopi Tsolaki, Killian Verder, Henry Mutegeki, Roman Machacek, Maria Girone, Oleksandr Krochak, Mario Rüttgers, Rakesh Sarma, Andreas Lintermann
2025 J jnl
Comparative Analysis of the Flow in a Realistic Human Airway.
CoRR
Mario Rüttgers, Julian Vorspohl, Luca Mayolle, Benedikt Johanning-Meiners, Dominik Krug, Michael Klaas, Matthias Meinke, Sangseung Lee, Wolfgang Schröder, Andreas Lintermann
2025 J jnl
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics.
CoRR
Christian Lagemann, Sajeda Mokbel, Miro Gondrum, Mario Rüttgers, Jared Callaham, Ludger Paehler, Samuel Ahnert, Nicholas Zolman, Kai Lagemann, Nikolaus A. Adams, Matthias Meinke, Wolfgang Schröder, Jean-Christophe Loiseau, Esther Lagemann, Steven L. Brunton
2025 J jnl
Patient-specific lattice-Boltzmann simulations with inflow conditions from magnetic resonance velocimetry measurements for analyzing cerebral aneurysms.
Comput. Biol. Medicine
Mario Rüttgers, Moritz Waldmann, Shota Ito, Carolin Wüstenhagen, Sven Grundmann, Martin Brede, Andreas Lintermann
2024 J jnl
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning.
Comput. Biol. Medicine
Mario Rüttgers, Moritz Waldmann, Klaus Vogt, Justus Ilgner, Wolfgang Schröder, Andreas Lintermann
2024 J jnl
On the choice of physical constraints in artificial neural networks for predicting flow fields.
Future Gener. Comput. Syst.
Rishabh Puri, Junya Onishi, Mario Rüttgers, Rakesh Sarma, Makoto Tsubokura, Andreas Lintermann
2024 — conf
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning.
PPAM (3)
Mario Rüttgers, Fabian Hübenthal, Makoto Tsubokura, Andreas Lintermann
2024 J jnl
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations.
Future Gener. Comput. Syst.
Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Egele, Elisabeth Pfaehler, Rushikesh Shende, Marcel Aach, Wolfgang Schröder, Prasanna Balaprakash, Andreas Lintermann
2024 J jnl
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields.
Future Gener. Comput. Syst.
Aito Higashida, Kazuto Ando, Mario Rüttgers, Andreas Lintermann, Makoto Tsubokura
2023 J jnl
How Regional Wind Characteristics Affect CNN-based wind predictions: Insights from Spatiotemporal Correlation Analysis.
CoRR
Heesoo Shin, Mario Rüttgers, Sangseung Lee
2022 J jnl
A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows.
Appl. Intell.
Mario Rüttgers, Moritz Waldmann, Wolfgang Schröder, Andreas Lintermann
2022 J jnl
Prediction of Typhoon Track and Intensity Using a Generative Adversarial Network With Observational and Meteorological Data.
IEEE Access
Mario Rüttgers, Soohwan Jeon, Sangseung Lee, Donghyun You
2021 J jnl
Effects of the Nasal Cavity Complexity on the Pharyngeal Airway Fluid Mechanics: A Computational Study.
J. Digit. Imaging
Hussein Aljawad, Mario Rüttgers, Andreas Lintermann, Wolfgang Schröder, Kyungmin Clara Lee
2021 — conf
Machine-Learning-Based Control of Perturbed and Heated Channel Flows.
ISC Workshops
Mario Rüttgers, Moritz Waldmann, Wolfgang Schröder, Andreas Lintermann
2020 — conf
Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning.
ISC Workshops
Mario Rüttgers, Seong-Ryong Koh, Jenia Jitsev, Wolfgang Schröder, Andreas Lintermann
2018 J jnl
Typhoon track prediction using satellite images in a Generative Adversarial Network.
CoRR
Mario Rüttgers, Sangseung Lee, Donghyun You