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zesen huang (university of california, los angeles)07/10/2026, 11:00Agentic AI and LLM Applications in HeliophysicsTalk
Modern heliophysics research is increasingly limited not only by model capability, but by fragmented workflows across literature, mission data archives, community scientific software, code, collaboration, and writing. Real research must connect physical interpretation with tools such as SPEDAS/PySPEDAS, mission data products, plots, manuscripts, and review processes. I argue that useful AI...
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Jim Lewis07/10/2026, 11:15Agentic AI and LLM Applications in HeliophysicsTalk
The SPEDAS/PyPSEDAS software development team has been ramping up our usage of chat-based and agentic LLM tools over the past year. The underlying models continue to quickly evolve and gain capability, but still require some careful prompting and context management to achieve the best results. We will present some of our recent experiences, lessons learned, and future plans for...
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Lisa Knowles (JHU APL)07/10/2026, 11:30Agentic AI and LLM Applications in HeliophysicsTalk
HelioCloud now includes the Jupyter AI extension, which brings frontier coding agents such as Codex, Claude, Copilot, Gemini, Goose, Mistral Vibe, and OpenCode into JupyterLab. Users can connect their agent of choice to Jupyter AI in HelioCloud and begin developing notebooks with AI assistance. In this presentation, we provide a real-time demonstration of Jupyter AI in HelioCloud using a...
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Shawn Polson (LASP | PyHC)07/10/2026, 11:45Agentic AI and LLM Applications in HeliophysicsTalk
This talk explores practical applications of agentic AI within the Python in Heliophysics Community (PyHC). We show how customizing off-the-shelf agentic coding harnesses can deliver 90% of the benefits of a purpose-built AI agent with 10% of the effort of creating one from scratch. We do this using instruction files, reusable skills, subagents, and MCP servers to adapt tools such as Claude...
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Alexis Jeandet (LPP-CNRS, Paris, France)07/10/2026, 12:00Agentic AI and LLM Applications in HeliophysicsTalk
Large-language-model applications in heliophysics generally operate outside the software in which analysis is performed: they answer questions about archives, generate scripts, or curate metadata. We report on an agent embedded in a running desktop analysis application, and on the verification practices required to use its output.
SciQLop is an...
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Jack Topper (NASA Goddard Space Flight Center)07/10/2026, 12:15Agentic AI and LLM Applications in HeliophysicsTalk
The Space Weather and Heliophysics research community, supported by the Community Coordinated Modeling Center (CCMC, https://ccmc.gsfc.nasa.gov), provides a collaborative platform for space weather models and comparisons with data. The growing demand and increasing complexity of the modern models puts a practical limit on a manual diagnosis of model faults in otherwise automated pipelines,...
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