2022 - Publications

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Transition and acoustic excitation of stenotic pipe flows at different Reynolds numbers
Direct and Large-Eddy Simulation, DLES13, UdineUdine, Italy, 26 Oct 2022 - 28 Oct 20222022-10-262022-10-28 BibTeX | EndNote: XML, Text | RIS

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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 20222022-02-162022-02-19 IEEE 1-4 () [10.1109/IT54280.2022.9743519] OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 20222022-07-172022-07-22 IEEE 263-266 () [10.1109/IGARSS46834.2022.9883257] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Simulation of Sound Wave Focusing by Variable Density Medium
NIC Symposium 2022: proceedings
NIC Symposium 2022, JülichJülich, Germany, 29 Sep 2022 - 30 Sep 20222022-09-292022-09-30
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Publication Series of the John von Neumann Institute for Computing (NIC) NIC Series 51, 385 - 394 () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 20222022-05-232022-05-27 IEEE 281-286 () [10.23919/MIPRO55190.2022.9803802] OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 20222022-05-252022-05-27 4 pages () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 20222022-05-252022-05-27 4 pages () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Impact of non-symmetric confinement on the flame dynamics of a lean-premixed swirl flame
Combustion and flame 235, 111701 () [10.1016/j.combustflame.2021.111701] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Analysis of the sound sources of lean premixed methane–air flames
GAMM-Mitteilungen 45(1), e202200001 () [10.1002/gamm.202200001] special issue: "Direct Numerical Simulations of Turbulent Flows – Part I" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology
Medical & biological engineering & computing 60(2), 365-391 () [10.1007/s11517-021-02446-3] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows
Applied intelligence 52, 9080–9100 () [10.1007/s10489-021-02808-2] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Prediction of Typhoon Track and Intensity Using a Generative Adversarial Network With Observational and Meteorological Data
IEEE access 10, 48434-48446 () [10.1109/ACCESS.2022.3172301] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Neural Networks for Improving wind Power Efficiency: A Review
Fluids 7, 12 () [10.3390/fluids7120367] special issue: "Wind and Wave Renewable Energy Systems, Volume II" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Last Modified: 11.05.2022