Can I read Machine Learning for α-Decay Prediction on EtoBox?

Machine Learning for α-Decay Prediction by mquietman is a document available to read on EtoBox.

What is Machine Learning for α-Decay Prediction about?

This paper discusses the modification of empirical formulas and the application of machine learning techniques to improve the prediction of alpha-decay half-lives for superheavy nuclei. The authors enhance existing formulas by incorporating asymmetry-dependent terms and refitting coefficients, achieving significant improvements in prediction accuracy. Additionally, machine learning models, including XGBoost and MLP, are employed to further refine predictions of decay modes and half-lives, demonstrating stro

Author

mquietman

Language

EN