Andreas Lintermann

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Neural Architecture

Surgery Planning

Top Venues

Future Gener. Comput. Syst.

Medical Biol. Eng. Comput.

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)
Morris Riedel, Chadi Barakat, Sebastian Johannes Fritsch, Marcel Aach, J. Busch, Andreas Lintermann, Andreas Schuppert, Sigurður Brynjólfsson, Helmut Neukirchen, Matthias Book
Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC. MIPRO (2023)
Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks. J. Big Data 10 (1) (2023)
Marcel Aach, Rakesh Sarma, Eray Inanc, Morris Riedel, Andreas Lintermann
Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision. SC Workshops (2023)
Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods. AutoML (2023)
Marcel Aach, Rocco Sedona, Andreas Lintermann, Gabriele Cavallaro, Helmut Neukirchen, Morris Riedel
Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification. IGARSS (2022)
Morris Riedel, Matthias Book, Helmut Neukirchen, Gabriele Cavallaro, Andreas Lintermann
Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications. MIPRO (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)
Moritz Waldmann, Alice Grosch, Christian Witzler, Matthias Lehner, Odo Benda, Walter Koch, Klaus Vogt, Christopher Kohn, Wolfgang Schröder, Jens Henrik Göbbert, Andreas Lintermann
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology. Medical Biol. Eng. Comput. 60 (2) (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)
Morris Riedel, Rocco Sedona, Chadi Barakat, Petur Einarsson, Reza Hassanian, Gabriele Cavallaro, Matthias Book, Helmut Neukirchen, Andreas Lintermann
Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures. IPDPS Workshops (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)
Andreas Lintermann, Dirk Pleiter, Wolfgang Schröder
Performance of ODROID-MC1 for scientific flow problems. Future Gener. Comput. Syst. 95 (2019)
Jens Henrik Göbbert, Tim Kreuzer, Alice Grosch, Andreas Lintermann, Morris Riedel
Enabling Interactive Supercomputing at JSC Lessons Learned. ISC Workshops (2018)
Michael Schlottke-Lakemper, Hans Yu, Sven Berger, Andreas Lintermann, Matthias Meinke, Wolfgang Schröder
The Direct-Hybrid Method for Computational Aeroacoustics on HPC Systems. JHPCS (2016)
Andreas Lintermann, Matthias Meinke, Wolfgang Schröder
Fluid mechanics based classification of the respiratory efficiency of several nasal cavities. Comput. Biol. Medicine 43 (11) (2013)