Deep Scientific Reasoning under Physical Constraints: Structure-Aware Spectrum Prediction.

arXiv:2610.34021v1 Announce Type: cross Abstract: Structured scientific spectra encode rich physical information while obeying hard constraints, such as conservation laws and characteristic spectral geometry. Accurate prediction of these spectra is central to