Andreas Lintermann

32 papers C 2Journal 18Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems. SCA/HPC Asia Workshops Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven
2026	J	`jnl`	Resource-adaptive successive doubling for hyperparameter optimization with large datasets on high-performance computing systems. Future Gener. Comput. Syst. Marcel Aach, Rakesh Sarma, Helmut Neukirchen, Morris Riedel, Andreas Lintermann
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	C	`conf`	Optimizing Edge AI Models on HPC Systems with the Edge in the Loop. ISC Marcel Aach, Cyril Blanc, Andreas Lintermann, Kurt De Grave
2025	J	`jnl`	Optimizing edge AI models on HPC systems with the edge in the loop. CoRR Marcel Aach, Cyril Blanc, Andreas Lintermann, Kurt De Grave
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`	Distributed hybrid quantum-classical performance prediction for hyperparameter optimization. Quantum Mach. Intell. Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Thorsteinn Eli Gislason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, Edoardo Pasetto, Amer Delilbasic, Morris Riedel, Rakesh Sarma, Maria Girone, 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`	Resource-Adaptive Successive Doubling for Hyperparameter Optimization with Large Datasets on High-Performance Computing Systems. CoRR Marcel Aach, Rakesh Sarma, Helmut Neukirchen, Morris Riedel, 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	—	`conf`	Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC. MIPRO Morris Riedel, Chadi Barakat, Sebastian Johannes Fritsch, Marcel Aach, J. Busch, Andreas Lintermann, Andreas Schuppert, Sigurður Brynjólfsson, Helmut Neukirchen, Matthias Book
2023	J	`jnl`	Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks. J. Big Data Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann
2023	—	`conf`	Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods. AutoML Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel, Andreas Lintermann
2023	—	`conf`	Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision. SC Workshops Marcel Aach, Rakesh Sarma, Eray Inanc, Morris Riedel, Andreas Lintermann
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	C	`conf`	Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification. IGARSS Marcel Aach, Rocco Sedona, Andreas Lintermann, Gabriele Cavallaro, Helmut Neukirchen, Morris Riedel
2022	J	`jnl`	An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology. Medical Biol. Eng. Comput. Moritz Waldmann, Alice Grosch, Christian Witzler, Matthias Lehner, Odo Benda, Walter Koch, Klaus Vogt, Christopher Kohn, Wolfgang Schröder, Jens Henrik Göbbert, Andreas Lintermann
2022	—	`conf`	Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications. MIPRO Morris Riedel, Matthias Book, Helmut Neukirchen, Gabriele Cavallaro, Andreas Lintermann
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
2021	—	`conf`	Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures. IPDPS Workshops Morris Riedel, Rocco Sedona, Chadi Barakat, Pétur Helgi Einarsson, Reza Hassanian, Gabriele Cavallaro, Matthias Book, Helmut Neukirchen, 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
2019	J	`jnl`	Performance of ODROID-MC1 for scientific flow problems. Future Gener. Comput. Syst. Andreas Lintermann, Dirk Pleiter, Wolfgang Schröder
2018	—	`conf`	Enabling Interactive Supercomputing at JSC Lessons Learned. ISC Workshops Jens Henrik Göbbert, Tim Kreuzer, Alice Grosch, Andreas Lintermann, Morris Riedel
2017	—	`ed.`	High-Performance Scientific Computing - First JARA-HPC Symposium, JHPCS 2016, Aachen, Germany, October 4-5, 2016, Revised Selected Papers JHPCSX Edoardo Di Napoli, Marc-André Hermanns, Hristo Iliev, Andreas Lintermann, Alexander Peyser
2016	—	`conf`	The Direct-Hybrid Method for Computational Aeroacoustics on HPC Systems. JHPCS Michael Schlottke-Lakemper, Hans Yu, Sven Berger, Andreas Lintermann, Matthias Meinke, Wolfgang Schröder
2013	J	`jnl`	Fluid mechanics based classification of the respiratory efficiency of several nasal cavities. Comput. Biol. Medicine Andreas Lintermann, Matthias Meinke, Wolfgang Schröder