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cs.HC2024
Do Large Language Models Speak Scientific Workflows?
Orcun Yildiz, Tom Peterka
With the advent of large language models (LLMs), there is a growing interest in applying LLMs to scientific tasks. In this work, we conduct an experimental study to explore applica…
cs.HC2024
ChatVis: Automating Scientific Visualization with a Large Language Model
Tanwi Mallick, Orcun Yildiz, David Lenz +1
We develop an iterative assistant we call ChatVis that can synthetically generate Python scripts for data analysis and visualization using a large language model (LLM). The assista…
cs.DC2024
Wilkins: HPC In Situ Workflows Made Easy
Orcun Yildiz, Dmitriy Morozov, Arnur Nigmetov +2
In situ approaches can accelerate the pace of scientific discoveries by allowing scientists to perform data analysis at simulation time. Current in situ workflow systems, however,…