PHD : REPRODUCING SCIENTIFIC RESULTS IN HELIOPHYSICS WITH LANGUAGE MODELS (M/F)
The French National Centre for Scientific Research (CNRS)
France
Summary
Develops LLM-driven methods to extract paper content, generate executable heliophysics data-processing code, and evaluate reproducibility by comparing model-produced outputs with published figures to improve pipeline transparency in solar and space science.