[Host10] Upcoming webinar: Using Generative AI for Coding Tasks in Scientific Software
IDEAS Project Outreach Lead
IDEASProductivity at 75632602.mailchimpapp.com
Tue Jun 10 13:00:21 CDT 2025
The next webinar in the HPC Best Practices (https://ideas-productivity.org/resources/series/hpc-best-practices-webinars/) series is:
Using Generative AI for Coding Tasks in Scientific Software
1:00 pm - 2:00 pm EDT
Wednesday, July 09, 2025
Presenters: Anshu Dubey (Argonne National Laboratory), and Akash Dhruv (Argonne National Laboratory)
Description:
The advent of large language models (LLMs) has generated a great deal of interest in their use for coding tasks. However, a well-known limitation of LLMs is that there are no guarantee of either truthfulness or correctness for the generated results. Therefore, we are not yet in a position where human intervention can be eliminated from these coding tasks, particularly in scientific computing where training data has been sparse and software is exploratory. We have been exploring the use for generative AI for a diverse set of tasks in scientific software development, including translation from Fortran to C++, writing code for a new algorithm, and refactoring existing code. A robust verification methodology has emerged as the most important component of accomplishing any coding task reliably with LLM assistance. In this webinar we will share our insights from our explorations.
Participation is free, but registration is required. Registrants will also receive an email when the recording of the webinar is available.
Register (https://www.zoomgov.com/meeting/register/1H75o2gJSoe2NQ9UPHvjgQ)
Forward to a Friend (https://us16.forward-to-friend.com/forward?u=5438ff2caf2456f6ec49ebfbf&id=f8170773b6&e=b9db70c2a7)
Past webinars are archived at our website (https://ideas-productivity.org/resources/series/hpc-best-practices-webinars/) . The most recent additions are:
* Practical Software Citation for Research Software Developers, Maintainers and Users (https://ideas-productivity.org/events/hpcbp-091-software-citation-copy) (June 2025)
* Making Research Software FAIR: Background and Practical Steps (https://ideas-productivity.org/events/hpcbp-090-fair-software) (May 2025)
* High-Performance Computing and Software Sustainability: Toward Green Software Development (https://ideas-productivity.org/events/hpcbp-089-green-software) (January 2025)
To suggest future topics, please email us at IDEASProductivity at gmail.com (mailto:IDEASProductivity at gmail.com) .
The Best Practices for HPC Software Developers (https://ideas-productivity.org/resources/series/hpc-best-practices-webinars/) webinar series is produced by the IDEAS Productivity (http://ideas-productivity.org/) family of projects, in partnership with the Argonne Leadership Computing Facility (http://www.alcf.anl.gov/) (ALCF), National Energy Research Scientific Computing Center (http://www.nersc.gov/) (NERSC), Oak Ridge Leadership Computing Facility (https://www.olcf.ornl.gov/) (OLCF), and developing DOE software stewardship organizations.
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