9 research outputs found
Unique approach for precise determination of binding energies of hypernuclei with nuclear emulsion and machine learning
4 pags., 1 tab. -- HYP2022 - 14th International Conference on Hypernuclear and Strange Particle PhysicsHypertriton is the lightest hypernucleus and a benchmark in hypernuclear physics. However, it has recently been suggested that its lifetime
and binding energy values may differ from the established values. To solve
this puzzle, it is necessary to measure both values with a higher precision. For
the precise measurement of the binding energy, we are aiming at developing a
novel technique to measure the hypertriton binding energy with unprecedented
accuracy by combining nuclear emulsion data and machine learning techniques.
The analysis will be based on the J-PARC E07 nuclear emulsion data. Furthermore, a machine-learning model is being developed to identify other single and
double-strangeness hypernucle