Andreas Lintermann's publications
Book/Proceedings
Proceedings of the 35th Parallel CFD International Conference 2024
35th Parallel CFD International Conference 2024, ParCFD 2024, BonnBonn, Germany, 2 Sep 2024 - 4 Sep 2024
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich IAS Series 69, (2025) [10.34734/FZJ-2025-02175]
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Journal Article
Patient-specific lattice-Boltzmann simulations with inflow conditions from magnetic resonance velocimetry measurements for analyzing cerebral aneurysms
Computers in biology and medicine 187, 109794 (2025) [10.1016/j.compbiomed.2025.109794]
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Contribution to a conference proceedings/Contribution to a book
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning
Parallel Processing and Applied Mathematics
Parallel Processing and Applied Mathematics 2024, PPAM 2024, OstravaOstrava, Czech Republic, 8 Sep 2024 - 11 Sep 2024
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15581, 79 - 96 (2025)
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Journal Article
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization
Quantum machine intelligence 6(2), 59 (2024) [10.1007/s42484-024-00198-5]
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Journal Article
Parallel and scalable AI in HPC systems for CFD applications and beyond
2, 1444337 pp. (2024) [10.3389/fhpcp.2024.1444337]
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Journal Article
Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers
Mathematics 12(19), 2998 (2024) [10.3390/math12192998]
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Journal Article
On the choice of physical constraints in artificial neural networks for predicting flow fields
Future generation computer systems 161, 361 - 375 (2024) [10.1016/j.future.2024.07.009]
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Journal Article
Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations
Future generation computer systems 159, 474 - 488 (2024) [10.1016/j.future.2024.05.020]
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Journal Article
Robustness evaluation of large-scale machine learning-based reduced order models for reproducing flow fields
Future generation computer systems 159, 243 - 254 (2024) [10.1016/j.future.2024.05.005]
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Journal Article
Turbulent Flow Prediction-Simulation: Strained Flow with Initial Isotropic Condition Using a GRU Model Trained by an Experimental Lagrangian Framework, with Emphasis on Hyperparameter Optimization
Fluids 9(4), 84 (2024) [10.3390/fluids9040084]
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Journal Article
Automated surgery planning for an obstructed nose by combining computational fluid dynamics with reinforcement learning
Computers in biology and medicine 173, 108383 (2024) [10.1016/j.compbiomed.2024.108383]
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Contribution to a conference proceedings/Contribution to a book
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods
Second International Conference on Automated Machine Learning, PotsdamPotsdam, Germany, 12 Nov 2023 - 15 Nov 2023
PMLR, Proceedings of Machine Learning Research 228, 12/1--17 (2023) [10.34734/FZJ-2024-01461]
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Contribution to a conference proceedings
Short Paper: Accelerating Hyperparameter Optimization Algorithms with Mixed Precision
SC-W 2023: Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, SC 2023, Denver, CODenver, CO, USA, 12 Nov 2023 - 17 Nov 2023
ACM New York, NY, USA 1776–1779 (2023) [10.1145/3624062.3624259]
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Contribution to a conference proceedings/Contribution to a book
Challenges and Opportunities in the Adoption of High Performance Computing for Earth Observation in the Exascale Era
Proceedings of the 2023 Conference on Big Data from Space (BiDS’23) - From foresight to impact
Conference on Big Data from Space 2023, BiDS’23, ViennaVienna, Austria, 6 Nov 2023 - 9 Nov 2023
Publications Office of the European Union 25-28 (2023) [10.2760/46796]
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Journal Article
Impact of the injector lateral offset on the dynamics of a lean premixed flame and the thermoacoustic stability of a burner
Combustion and flame 256, 112995 (2023) [10.1016/j.combustflame.2023.112995]
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Contribution to a conference proceedings/Contribution to a book
Enabling Hyperparameter-Tuning of AI Models for Healthcare using the CoE RAISE Unique AI Framework for HPC
2023 46th MIPRO ICT and Electronics Convention (MIPRO)
46th MIPRO ICT and Electronics Convention, MIPRO 2023, OpatijaOpatija, Croatia, 22 May 2023 - 26 May 2023
IEEE 435-440 (2023) [10.23919/MIPRO57284.2023.10159755]
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Journal Article
Large scale performance analysis of distributed deep learning frameworks for convolutional neural networks
Journal of Big Data 10(1), 96 (2023) [10.1186/s40537-023-00765-w]
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Contribution to a conference proceedings
A proposed hybrid two-stage DL-HPC method for wind speed forecasting: using the first average forecast output for long-term forecasting
Proceedings of the IACM Computational Fluids Conference (CFC2023), CFC2023, CannesCannes, France, 25 Apr 2023 - 28 Apr 2023
- (2023)
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Contribution to a conference proceedings
Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part II: Autoencoder Training on HPC Systems
33rd International Conference on Parallel Computational Fluid Dynamics, ParCFD2022, AlbaAlba, Italy, 25 May 2022 - 27 May 2022
4 pages (2022)
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Contribution to a conference proceedings
Parallel and Scalable Deep Learning to Reconstruct Actuated Turbulent Boundary Layer Flows. Part I: Investigation of Autoencoder-Based Trainings
33rd International Conference on Parallel Computational Fluid Dynamics, ParCFD2022, AlbaAlba, Italy, 25 May 2022 - 27 May 2022
4 pages (2022)
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Contribution to a conference proceedings
Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications
45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO), MIPRO, OpatijaOpatija, Croatia, 23 May 2022 - 27 May 2022
IEEE 281-286 (2022) [10.23919/MIPRO55190.2022.9803802]
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Contribution to a conference proceedings
Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification
2022 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala LumpurKuala Lumpur, Malaysia, 17 Jul 2022 - 22 Jul 2022
IEEE 263-266 (2022) [10.1109/IGARSS46834.2022.9883257]
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Contribution to a conference proceedings
Speed-Up of Machine Learning for Sound Localization via High-Performance Computing
26th International Conference on Information Technology (IT), IT, ZabljakZabljak, Montenegro, 16 Feb 2022 - 19 Feb 2022
IEEE 1-4 (2022) [10.1109/IT54280.2022.9743519]
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Journal Article
A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows
Applied intelligence 52, 9080–9100 (2022) [10.1007/s10489-021-02808-2]
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Journal Article
An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology
Medical & biological engineering & computing 60(2), 365-391 (2021) [10.1007/s11517-021-02446-3]
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Contribution to a conference proceedings/Contribution to a book
Machine-Learning-Based Control of Perturbed and Heated Channel Flows
High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC2021, FrankfurtFrankfurt, Germany, 24 Jun 2021 - 2 Jul 2021
Springer, Lecture Notes in Computer Science 12761, 7 - 22 (2021) [10.1007/978-3-030-90539-2_1]
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Journal Article
Effects of the Nasal Cavity Complexity on the Pharyngeal Airway Fluid Mechanics: A Computational Study
Journal of digital imaging 34, 1120–1133 (2021) [10.1007/s10278-021-00501-x]
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Contribution to a conference proceedings
Practice and Experience in using Parallel and Scalable Machine Learning with Heterogenous Modular Supercomputing Architectures
IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), PortlandPortland, USA, 17 Jun 2021 - 21 Jun 2021
IEEE 76-85 (2021) [10.1109/IPDPSW52791.2021.00019]
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Contribution to a conference proceedings/Contribution to a book
Numerical Analysis of Oscillatory Flows in the Human Brain by a Lattice-Boltzmann Method
14th WCCM-ECCOMAS Congress : [Proceedings] - CIMNE, 2021. - ISBN - doi:10.23967/wccm-eccomas.2020.226
14th WCCM-ECCOMAS Congress, digitaldigital, digital, 11 Jan 2021 - 15 Jan 2021
1-12 (2021) [10.23967/wccm-eccomas.2020.226]
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Contribution to a conference proceedings
A Web-Based Service Portal to Steer Numerical Simulations on High-Performance Computers
8th European Medical and Biological Engineering Conference, EMBEC 2020, PortorozPortoroz, Slovenia, 29 Nov 2020 - 3 Dec 2020
Springer, Cham 80, 57-65 (2021) [10.1007/978-3-030-64610-3_8]
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Contribution to a book
Computational Meshing for CFD Simulations
Clinical and Biomedical Engineering in the Human Nose - A Computational Fluid Dynamics Approach
Singapore : Springer Nature Singapore Pte Ltd. 2021, Biological and Medical Physics, Biomedical Engineering 85-115 (2020)
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Contribution to a conference proceedings/Contribution to a book
Prediction of Acoustic Fields Using a Lattice-Boltzmann Method and Deep Learning
High Performance Computing. ISC High Performance 2020. Lecture Notes in Computer Science
ISC High Performance 2020, ISC 2020, FrankfurtFrankfurt, Germany, 22 Jun 2020 - 25 Jun 2020
Cham : Springer, Lecture Notes in Computer Science 12321, 81-101 (2020) [10.1007/978-3-030-59851-8_6]
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Journal Article
Hybrid datasets: Incorporating experimental data into Lattice-Boltzmann simulations
Engineering reports 2(6), e12177 (2020) [10.1002/eng2.12177]
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Contribution to a book
Application of Computational Fluid Dynamics Methods to Understand Nasal Cavity Flows
All Around the Nose / Cingi, Cemal (Editor) ; Cham : Springer International Publishing, 2020, Chapter 106 ; ISBN: 978-3-030-21216-2 ; doi:10.1007/978-3-030-21217-9
Cham : Springer International Publishing 75-84 (2020) [10.1007/978-3-030-21217-9_106]
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Journal Article
Lattice–Boltzmann simulations for complex geometries on high-performance computers
CEAS Aeronautical Journal 11, 745-766 (2020) [10.1007/s13272-020-00450-1]
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Journal Article
Zonal Flow Solver (ZFS): a highly efficient multi-physics simulation framework
International journal of computational fluid dynamics 34(7-8), 458-485 (2020) [10.1080/10618562.2020.1742328]
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Contribution to a book
Application of Computational Fluid Dynamics Methods to Understand Nasal Cavity Flows
All Around the Nose / Cingi, Cemal (Editor) ; Cham : Springer International Publishing, 2020, Chapter 9 ; ISBN: 978-3-030-21216-2 ; doi:10.1007/978-3-030-21217-9
Cham : Springer International Publishing 75-84 (2020) [10.1007/978-3-030-21217-9_9]
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Contribution to a book
Analysis of the Effects of MARME Treatment on Respiratory Flow Using the Lattice-Boltzmann Method
New Results in Numerical and Experimental Fluid Mechanics XII / Dillmann, Andreas (Editor) ; Cham : Springer International Publishing, 2020, Chapter 80 ; ISSN: 1612-2909=1860-0824 ; ISBN: 978-3-030-25252-6=978-3-030-25253-3 ; doi:10.1007/978-3-030-25253-3
Cham : Springer International Publishing, Notes on Numerical Fluid Mechanics and Multidisciplinary Design 142, 853 - 863 (2020) [10.1007/978-3-030-25253-3_80]
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Report
Scientific Cluster Computations on an ODROID-MC1
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Journal Article
A Hierarchical Numerical Journey Through the Nasal Cavity: from Nose-Like Models to Real Anatomies
Flow, turbulence and combustion 102(1), 89 - 116 (2019) [10.1007/s10494-017-9876-0]
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Journal Article
Performance of ODROID-MC1 for scientific flow problems
Future generation computer systems 95, 149 - 162 (2019) [10.1016/j.future.2018.12.059]
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Journal Article
Assessment of changes in the nasal airway after nonsurgical miniscrew-assisted rapid maxillary expansion in young adults
The Angle orthodontist 88(4), 435 - 441 (2018) [10.2319/092917-656.1]
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Contribution to a conference proceedings/Contribution to a book
Enabling Interactive Supercomputing at JSC Lessons Learned
High Performance Computing
International Conference on High Performance Computing, FrankfurtFrankfurt, Germany, 24 Jun 2018 - 28 Jun 2018
Cham : Springer International Publishing, Lecture Notes in Computer Science 11203, 669 - 677 (2018) [10.1007/978-3-030-02465-9_48]
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Journal Article
Strömende Bits und Bytes - Zusammenspiel von Höchstleistungsrechnern und Medizin
RWTH-Themen 20-28 (2017)
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Contribution to a conference proceedings
LES Analysis of Horse-shoe Vortex around the Base of a Circular Cylinder by Means of a Lattice Boltzmann Method
Japan Society of Fluid Mechanics, Annual Meeting 2017, TokyoTokyo, Japan, 15 Sep 2017 - 17 Sep 2017
- (2017)
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Contribution to a conference proceedings/Contribution to a book
The Direct-Hybrid Method for Computational Aeroacoustics on HPC Systems
High-Performance Scientific Computing / Di Napoli, Edoardo (Editor) ; Cham : Springer International Publishing, 2017, Chapter 7 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-319-53861-7=978-3-319-53862-4 ; doi:10.1007/978-3-319-53862-4
JARA-HPC Symposium 2016, JHPCS'16, AachenAachen, Germany,
Cham : Springer International Publishing, Lecture Notes in Computer Science 10164, 70 - 81 (2017) [10.1007/978-3-319-53862-4_7]
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Journal Article
Rhinodiagnost: Morphological and Functional Precision Diagnostics of Nasal Cavities
Innovatives Supercomputing in Deutschland 15(2), 106-109 (2017)
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Journal Article
Simulation of aerosol particle deposition in the upper human tracheobronchial tract
European journal of mechanics / B 63, 73 - 89 (2017) [10.1016/j.euromechflu.2017.01.008]
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Book/Proceedings
High-Performance Scientific Computing - First JARA-HPC Symposium 2016
1st JARA-HPC Symposium, JHPCS'16, AachenAachen, Germany, 4 Oct 2016 - 5 Oct 2016
Cham : Springer International Publishing, Lecture Notes in Computer Science 10164, (2017)
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Contribution to a book
Large-Scale Simulations of a Non-generic Helicopter Engine Nozzle and a Ducted Axial Fan
High Performance Computing in Science and Engineering ´15 / Nagel, Wolfgang E. (Editor) ; Cham : Springer International Publishing, 2016, Chapter 25 ; ISBN: 978-3-319-24631-4 ; doi:10.1007/978-3-319-24633-8
Cham : Springer International Publishing 389-405 (2016) [10.1007/978-3-319-24633-8_25]
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Contribution to a book
CFD/CAA Simulations on HPC Systems
Sustained Simulation Performance 2016 / Resch, Michael M. (Editor) ; Cham : Springer International Publishing, 2016, Chapter 12 ; ISBN: 978-3-319-46734-4 ; doi:10.1007/978-3-319-46735-1
Cham : Springer International Publishing 139-157 (2016) [10.1007/978-3-319-46735-1_12]
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Contribution to a conference proceedings/Contribution to a book
EFFICIENT PARALLEL GEOMETRY DISTRIBUTION FOR THE SIMULATION OF COMPLEX FLOWS
Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016) - Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece Athens, 2016. - ISBN 978-618-82844-0-1 - doi:10.7712/100016.1885.5067
VII European Congress on Computational Methods in Applied Sciences and Engineering, Crete IslandCrete Island, Greece, 5 Jun 2016 - 10 Jun 2016
Institute of Structural Analysis and Antiseismic Research School of Civil Engineering National Technical University of Athens (NTUA) Greece Athens 1277-1293 (2016) [10.7712/100016.1885.5067]
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Contribution to a conference proceedings
Numerical Analysis of the FDA Centrifugal Blood Pump
NIC Symposium 2016
NIC Symposium 2016, JülichJülich, Germany, 11 Feb 2016 - 12 Feb 2016
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, NIC Series 48, 355-364 (2016)
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Contribution to a book
Towards Large Multi-scale Particle Simulations with Conjugate Heat Transfer on Heterogeneous Super Computers
High Performance Computing in Science and Engineering ‘14 / Nagel, Wolfgang E. (Editor) ; Cham : Springer International Publishing, 2015, Chapter 21 ; ISBN: 978-3-319-10809-4 ; doi:10.1007/978-3-319-10810-0
Cham : Springer International Publishing 307-319 (2015) [10.1007/978-3-319-10810-0_21]
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Contribution to a conference proceedings/Contribution to a book
A direct-hybrid method for computational aeroacoustics
21st AIAA/CEAS Aeroacoustics Conference : [Proceedings] - American Institute of Aeronautics and Astronautics, 2015. - ISBN 978-1-62410-367-4 -
21st AIAA/CEAS Aeroacoustics Conference, DallasDallas, TX, 22 Jun 2015 - 26 Jun 2015
Reston, Virginia : American Institute of Aeronautics and Astronautics Reston, Virginia 17 pages (2015) [10.2514/6.2015-3133]
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Journal Article
Experimental and Numerical Investigation of the Threedimensional Flow at Expiration in the Upper Human Airways
Journal of fluids engineering 6(1), 9-28 (2014)
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Book/Dissertation / PhD Thesis
Nasal Cavity Flows Using Lattice-Boltzmann Methods on High Performance Computers
Aachen : Apprimus Verlag 147 p. (2014) = Dissertation, RWTH Aachen University, 2014
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Journal Article
Massively parallel grid generation on HPC systems
Computer methods in applied mechanics and engineering 277, 131 - 153 (2014) [10.1016/j.cma.2014.04.009]
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Journal Article
Computational fluid dynamics: a suitable assessment tool for demonstrating the antiobstructive effect of drugs in the therapy of allergic rhinitis
Acta oto-laryngologica 33(1), 36-42 (2013)
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Contribution to a conference proceedings/Contribution to a book
Lattice-Boltzmann Solutions with Local Grid Refinement for Nasal Cavity Flows
New Results in Numerical and Experimental Fluid Mechanics VIII / Dillmann, Andreas (Editor) ; Berlin, Heidelberg : Springer Berlin Heidelberg, 2013, Chapter 69 ; ISSN: 1612-2909=1860-0824 ; ISBN: 978-3-642-35679-7=978-3-642-35680-3 ; doi:10.1007/978-3-642-35680-3
17th STAB/DGLR Symposium, BerlinBerlin, Germany, 9 Nov 2010 - 10 Nov 2010
Berlin, Heidelberg : Springer Berlin Heidelberg, Notes on Numerical Fluid Mechanics and Multidisciplinary Design 121, 583 - 590 (2013) [10.1007/978-3-642-35680-3_69]
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Journal Article
Fluid mechanics based classification of the respiratory efficiency of several nasal cavities
Computers in biology and medicine 43(11), 1833 - 1852 (2013) [10.1016/j.compbiomed.2013.09.003]
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Journal Article
Simulation of Nasal Cavity Flows for Virtual Surgery Environments
Innovatives Supercomputing in Deutschland 10(2), 16-23 (2012)
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Contribution to a conference proceedings/Contribution to a book
Investigations of Nasal Cavity Flows based on a Lattice-Boltzmann Method
High Performance Computing on Vector Systems 2011 / Resch, Michael (Editor) ; Berlin, Heidelberg : Springer Berlin Heidelberg, 2012, ; ISBN: 978-3-642-22243-6 ; doi:10.1007/978-3-642-22244-3
13th Teraflop Workshop, TohukuTohuku, Japan, 21 Oct 2010 - 22 Oct 2010
Berlin, Heidelberg : Springer Berlin Heidelberg 143-158 (2012)
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Contribution to a conference proceedings
Investigations of the Inspiration and Heating Capability of the Human Nasal Cavity Based on a Lattice-Boltzmann Method
ECCOMAS Thematic International Conference on Simulation and Modeling of Biological Flows, SIMBIO 2011, BrusselsBrussels, Belgium, 21 Sep 2011 - 23 Sep 2011
- (2011)
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Contribution to a book
Numerical Simulation of Nasal Cavity Flow Based on a Lattice-Boltzmann Method
New Results in Numerical and Experimental Fluid Mechanics VII / Dillmann, Andreas (Editor) ; Berlin, Heidelberg : Springer Berlin Heidelberg, 2010, Chapter 63 ; ISSN: 1612-2909=1860-0824 ; ISBN: 978-3-642-14242-0=978-3-642-14243-7 ; doi:10.1007/978-3-642-14243-7
Berlin, Heidelberg : Springer Berlin Heidelberg, Notes on Numerical Fluid Mechanics and Multidisciplinary Design 112, 513 - 520 (2010) [10.1007/978-3-642-14243-7_63]
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Journal Article
3D-visualization Of The Nasal Flow After Allergen Challenge And The Effect Of Mometasone Furoate Nasal Spray (MFNS)
The journal of allergy and clinical immunology 123(2), S135 - S135 (2009) [10.1016/j.jaci.2008.12.499]
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Diploma Thesis
Surface Reconstruction of the Human Nasal Cavity from CT-Data for Fluid Mechanical Analysis of Breathing Problems
Aachen 161 pp. (2008) = Diplomarbeit, RWTH Aachen University, 2008
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