4–5 Nov 2021
Helmholtz-Zentrum Dresden-Rossendorf
Europe/Berlin timezone

Benchmarking autonomous scattering experiments illustrated on TAS

5 Nov 2021, 11:50
25m
Building 106, Hörsaal room 255 (Helmholtz-Zentrum Dresden-Rossendorf)

Building 106, Hörsaal room 255

Helmholtz-Zentrum Dresden-Rossendorf

Bautzner Landstraße 400 01328 Dresden Zoom-Link: https://us02web.zoom.us/j/86275700441?pwd=Q29VUlF2MXVnQUlVL1M0TU9KZmd4QT09 Meeting ID: 862 7570 0441 Passcode: PuBTU9
Talk Talks

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Description

With the advancement of artificial intelligence and machine learning methods, autonomous approaches are recognized to have great potential for performing more efficient TAS experiments. In our view, it is crucial for such approaches to provide thorough evidence about respective performance improvements in order to increase acceptance within a community. Therefore, we propose a benchmarking procedure designed as a cost-benefit analysis that is applicable not only to TAS, but also to any scattering method sequentially collecting data during an experiment. For a given approach, the performance assessment is based on how much benefit, given a certain cost budget, it is able to acquire in predefined test cases. Different approaches thus get a chance for comparison and can make their advantages explicit and visible. In the talk, we specify the key components of the benchmarking procedure for a TAS setting and try to motivate ideas for an audience with a more general background in scattering.

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