Computational Modelling with Single Prompts

Regardless of how we look at AI large language models (LLMs) – as a massive collection of data
from which we can cleverly extract information, as an assistant who can perform simple tasks for us
and write simple codes, or perhaps as a machine that randomly selects words, in a sense guided by
what it have had has seen in the past – we are undoubtedly witnessing a revolution. In the seminar, I will discuss selected aspects of the use of modern large language models, such as
Gemini, Grok, ChatGPT, DeepSeek, and Claude. I will discuss the concept of a single prompt and its
use to generate computer code for dozens of models across computational physics, statistical physics,
computational fluid dynamics, including LBM and more. I will illustrate the presentation with
practical examples of how language models generate code for research in computational physics,
thereby saving several days of work for an experienced programmer and, moreover, opening new
perspectives in research in computational sciences.
Speaker(s): , Dr. hab Maciej Matyka
Virtual: https://events.vtools.ieee.org/m/546896