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AI Assisted Software Development for HPC (AI4DEV)

DescriptionWhile software is an important component in the pursuit of scientific discovery, software development in HPC continues to be challenging. Today the software development process combines contributions from many domain scientists, and involves complex programming models. As the development complexity increases, it requires a steep learning curve for new developers, resulting in a slow development pace. With the continuous integration of applications in deep software stacks (workflows, compilers, runtime libraries, heterogeneous systems) novel techniques and practical tools for assisting software development in HPC are invaluable. Recent advances in generative AI and large language models, such as GitHub’s Copilot and OpenAI’s GPT, demonstrate potential for developer assistance and automated code synthesis. The goal of the AI4DEV workshop is to create a forum for researchers, scientists, and practitioners to discuss ideas on how AI can help in the whole development process. The workshop features contributed papers and invited talks in the area.

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