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Mario Rüttgers

RWTH Aachen University

Templergraben 55

52056 Aachen, 52056

Germany

  • RWTH Aachen University

SCHOLARLY PAPERS

3

DOWNLOADS

157

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Surrogate Modeling of Fluid Flow Under Different Conditions Using Physicsinformed Deep Operator Networks

Number of pages: 57 Posted: 28 May 2025
Junya Onishi, Harutaka Kitagawa, Rishabh Puri, Mario Rüttgers, Rakesh Sarma, Andreas Lintermann and Makoto Tsubokura
RIKEN Center for Computational Science, affiliation not provided to SSRN, Karlsruhe Institute of Technology, RWTH Aachen University, affiliation not provided to SSRN, affiliation not provided to SSRN and RIKEN Center for Computational Science
Downloads 76 (875,328)

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Surrogate modeling, Physics-informed Neural Networks (PINNs), Deep Operator Network (DeepONet)

2.

Drag-aware path planning for unmanned aerial vehicles in dynamic urban environments

Number of pages: 17 Posted: 14 Jan 2026
Hojin Lee, Rishabh Puri, Rakesh Sarma, Andreas Lintermann, Sangseung Lee and Mario Rüttgers
Inha University, Karlsruhe Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Inha University and RWTH Aachen University
Downloads 44 (1,209,354)

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Graph convolutional neural network, Urban flow predictions, Drones, Work-efficient route planning

3.

How Regional Wind Characteristics Affect Cnn-Based Wind Predictions: Insights from Spatiotemporal Correlation Analysis

Number of pages: 23 Posted: 12 Apr 2023
Heesoo Shin, Mario Rüttgers and Sangseung Lee
Inha University, RWTH Aachen University and Inha University
Downloads 37 (1,222,651)

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Wind velocity, Convolutional neural networks, Correlation analysis, Data analysis