7–9 Sept 2026
Nikhef
Europe/Amsterdam timezone

LLM explorations for statistical analysis workflows

7 Sept 2026, 14:00
15m
Veltman Centre (Nikhef)

Veltman Centre

Nikhef

Speaker

Alexander Held (University of Wisconsin–Madison)

Description

Following the recent increase in LLM capabilities, there are many exploratory projects ongoing to identify the most promising use cases for HEP. In this contribution I report on two examples in the context of statistical model building. The first example focuses on testing the capabilities of an automated support system for complex software. The second investigates to what extent it may be feasible or useful to auto-generate analysis code from a declarative configuration, with a look at computational efficiency.

Primary author

Alexander Held (University of Wisconsin–Madison)

Presentation materials

There are no materials yet.