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von Canal, Alexander and Rammelkamp, Kristin and Lomashvili, Ana (2023) Investigation of Neural Network Architectures for Classification of Multi-Attribute LIBS Spectra Under Simulated Martian Atmospheric Conditions. Lunar and Planetary Science Conference 2023, 2023-03-13 - 2023-03-17, The Woodlands, Texas, USA.
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Abstract
We compare two neural network classification schemes for predicting two chemical compenents of self-prepared samples, measured with our dedicated LIBS setup.
| Item URL in elib: | https://elib.dlr.de/202243/ | ||||||||||||||||
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| Document Type: | Conference or Workshop Item (Poster) | ||||||||||||||||
| Title: | Investigation of Neural Network Architectures for Classification of Multi-Attribute LIBS Spectra Under Simulated Martian Atmospheric Conditions | ||||||||||||||||
| Authors: |
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| Date: | March 2023 | ||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||
| Open Access: | No | ||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||
| Status: | Published | ||||||||||||||||
| Keywords: | LIBS, Mars, neural network, classification | ||||||||||||||||
| Event Title: | Lunar and Planetary Science Conference 2023 | ||||||||||||||||
| Event Location: | The Woodlands, Texas, USA | ||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||
| Event Start Date: | 13 March 2023 | ||||||||||||||||
| Event End Date: | 17 March 2023 | ||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
| HGF - Program: | Space | ||||||||||||||||
| HGF - Program Themes: | Robotics | ||||||||||||||||
| DLR - Research area: | Raumfahrt | ||||||||||||||||
| DLR - Program: | R RO - Robotics | ||||||||||||||||
| DLR - Research theme (Project): | R - OptoRob [RO] | ||||||||||||||||
| Location: | Berlin-Adlershof | ||||||||||||||||
| Institutes and Institutions: | Institute of Optical Sensor Systems > In-Situ Sensing | ||||||||||||||||
| Deposited By: | Rammelkamp, Kristin | ||||||||||||||||
| Deposited On: | 22 Jan 2024 07:45 | ||||||||||||||||
| Last Modified: | 24 Apr 2024 21:02 |
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