Hidden in Plain Sight: Visual-to-Symbolic Analytical Solution Inference from Field Visualizations

Pengze Li, Jiaquan Zhang, Yunbo Long +12

Recovering analytical solutions of physical fields from visual observations is a fundamental yet underexplored capability for AI-assisted scientific reasoning. We study visual-to-s…