Autonomous screening of complex phase spaces using Bayesian optimization for SAXS measurements
The advent of modern, ultrafast X-ray experiments has enabled scientists to probe physical phenomena at an ever smaller scale. However, this has come at a cost of excessive data generation, to the point where current storage and hardware capabilities are routinely surpassed. As such, handling the da...
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Bibliographische Detailangaben
| Veröffentlicht in: | Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment. - 1987. - 1057(2023) vom: 27. Dez.
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| 1. Verfasser: |
Younes, Khaled
(VerfasserIn) |
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| Weitere Verfasser: |
Poli, Michael,
Muhunthan, Priyanka,
Rajkovic, Ivan,
Ermon, Stefano,
Weiss, Thomas M,
Ihme, Matthias |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment
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| Schlagworte: | Journal Article
Bayesian optimization
SAXS
online screening
phase space sampling
supercritical fluids |
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