Decay Half-life Estimation and Uncertainty Analysis
arXiv:2004.00964 · doi:10.1103/PhysRevC.101.054304
Abstract
The non-parametric bootstrap method is used to evaluate the uncertainties of two decay formulas, the universal decay law (UDL) and the new Geiger-Nuttall law (NGNL). Such a method can simultaneously obtain the uncertainty of each parameter, the correlation between each pair of parameters, and the total, statistical, and systematic uncertainties of each formula. Both even-even (ee) nuclei and odd-A (oA) nuclei are used in the analysis. The collected data are separated into three parts: ee nuclei, oA nuclei without spin or parity change (oA\_nc), and oA nuclei with spin and/or parity change (oA\_c). Based on the residues between observed data and corresponding calculations, the statistical and systematic uncertainties are decomposed from the total uncertainty, from which one can clarify the effects from the shell structure, pairing, and angular momentum change on describing decay half-life. If and nuclei are considered together, the systematic uncertainty of residues between observed and predicted half-lives are larger than if those groups are considered separately. Without shell correction term, a much larger systematic uncertainty is found if parameters obtained for nuclei are used to describe the half-lives of nuclei. A global hindrance on the decay process is found in oA\_nc (oA\_c) nuclei comparing with ee (oA\_nc) nuclei. If parameters obtained from ee (oA\_nc) nuclei are used, the half-lives of oA\_nc (oA\_c) nuclei are generally underestimated with large systematic uncertainties, which can be related to the contribution of pairing effect and angular momentum. The recently observed superallowed decay from Te to Sn is also discussed based on uncertainty analysis. (Abstract is not fully presented because of length limitation)
To be published in Physical Review C
References in corpus (13)
- Universal decay law in charged-particle emission and exotic cluster radioactivity
- Error Estimates of Theoretical Models: a Guide
- Microscopic mechanism of charged-particle radioactivity and generalization of the Geiger-Nuttall law
- Uncertainty Quantification for Nuclear Density Functional Theory and Information Content of New Measurements
- Recent developments in radioactive charged-particle emissions and related phenomena
- A recipe for EFT uncertainty quantification in nuclear physics
- Effects of formation properties in one-proton radioactivity
- Propagation of uncertainties in the Skyrme energy-density-functional model
- On the Validity of the Geiger-Nuttall Alpha-Decay Law and its Microscopic Basis
- Error Analysis in Nuclear Density Functional Theory
- Bootstrapping the statistical uncertainties of NN scattering data
- Abrupt changes in alpha decay systematics as a manifestation of collective nuclear modes
- Uncertainty decomposition method and its application in the liquid drop model
Cited by in corpus (4)
- Decay of superheavy nuclei based on the random forest algorithm
- Recent progress in configuration-interaction shell model
- Influence of the Pauli exclusion principle on the alpha decay
- Uncertainty evaluation and correlation analysis of single-particle energies in phenomenological nuclear mean field: An investigation of propagating uncertainties for independent model parameters