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Schanz, Daniel and Godbersen, Philipp and Schröder, Andreas (2025) Of networks and regularization: new developments in Lagrangian Particle Tracking. In: Experiments in Fluids Seminar Series, pp. 1-39. Springer Verlag. Cassiny Research Seminars, 2025-02-11, online. doi: 10.52843/cassyni.rqjb7j.
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Official URL: https://cassyni.com/events/Cwjx8cjrBdvKrcQaPRPzbP
Abstract
This talk will introduce several recent developments in the the field of 3D particle tracking and related post-processing methods. The aspects that will be touched are: (i) Machine-learning based dectection of particle images and the implications for 3D position reconstruction. (ii) First experiences with high-performance-computing evaluations using the Shake-The-Box algorithm. (iii) Comparisons of several classes of flowfield-reconstruction approaches (Binning, Data Assimilation, Physics-Informed Neural Networks).
| Item URL in elib: | https://elib.dlr.de/215342/ | ||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||
| Additional Information: | doi.org/10.52843/cassyni.rqjb7j Experiments in Fluids Seminar Series, Springer Nature (United Kingdom); Open Access status: Open access, Gold; eingeladen | ||||||||||||||||
| Title: | Of networks and regularization: new developments in Lagrangian Particle Tracking | ||||||||||||||||
| Authors: |
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| Date: | 11 February 2025 | ||||||||||||||||
| Journal or Publication Title: | Experiments in Fluids Seminar Series | ||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||
| Open Access: | Yes | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||
| DOI: | 10.52843/cassyni.rqjb7j | ||||||||||||||||
| Page Range: | pp. 1-39 | ||||||||||||||||
| Editors: |
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| Publisher: | Springer Verlag | ||||||||||||||||
| Series Name: | Online-Seminar | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | Lagrangian Particle Tracking, Shake-The-Box, Data Assimilation, Peak Detection | ||||||||||||||||
| Event Title: | Cassiny Research Seminars | ||||||||||||||||
| Event Location: | online | ||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||
| Event Date: | 11 February 2025 | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||||||
| HGF - Program Themes: | Efficient Vehicle | ||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||
| DLR - Program: | L EV - Efficient Vehicle | ||||||||||||||||
| DLR - Research theme (Project): | L - Virtual Aircraft and Validation | ||||||||||||||||
| Location: | Göttingen | ||||||||||||||||
| Institutes and Institutions: | Institute for Aerodynamics and Flow Technology > Experimental Methods, GO | ||||||||||||||||
| Deposited By: | Micknaus, Ilka | ||||||||||||||||
| Deposited On: | 25 Jul 2025 11:08 | ||||||||||||||||
| Last Modified: | 31 Jul 2025 17:20 |
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