Unified nuclear model for all nuclei

Develop a unified nuclear model that accurately describes the complex behavior of all atomic nuclei across the nuclear chart, providing a single analytical or computational framework able to capture nuclear properties consistently for all nuclides.

Background

The paper motivates the need for interpretable, global models of nuclear observables by noting that existing approaches are typically specialized to limited regions or properties, and that a single comprehensive model has not yet been achieved.

The authors explore symbolic machine learning (MISR) to rediscover or propose analytical relationships for multiple nuclear observables, highlighting the broader, longstanding challenge of formulating a unified description across all nuclei.