Next Generation Environment for Interoperable Data Analysis - 2nd Expert Workshop

Session

Invited Talks

17 Sept 2024, 09:30

TU Dortmund

15. Preserve-to-reuse: Building REANA reproducible data analysis platform

Dr Tibor Simko (CERN)

17/09/2024, 09:30

In this talk we present the story of building REANA, the free and open
source platform for reusable and reproducible computational data
analyses. REANA allows researchers to structure information about
input data, analysis code, containerised environments and
computational workflows so that the analyses can be instantiated and
executed on remote compute clouds. REANA...

16. REANA Deployment on PUNCH Infrastructure and User Experiences

Harry Enke (AIP)

17/09/2024, 10:15

19. Using Large Language Models in Scientific Research: Grounding Models in Reality using Data

Dr Jan Lucas Uslu (RWTH Aachen)

18/09/2024, 09:00

Large Language Models (LLMs) have shown remarkable performance in a variety of natural language processing tasks. However, their application in scientific research is still mostly relegated to the domain of grammar correction and summarization. In this talk, I will discuss the potential of LLMs in scientific research, focusing on the challenges and opportunities of using LLMs to find, analyze...

18. Advancing Astronomical Research with Next-Gen LLMs and Optimized Code Workflows.

Dr Arman Khalatyan (AIP)

18/09/2024, 09:45

In this presentation, I will highlight the work being conducted at AIP, showcasing how the adoption and utilization of open-source LLMs such as Starcoder, Llama 3.1, and DeepSeek Coder on the Ollama server infrastructure have revolutionized the code development workflows for astronomers. These sophisticated models, integrated with popular IDEs like Visual Studio Code and Neovim, offer seamless...