Neural networks produce compact scalar and graviton scattering expressions
Cheung, Dersy and Schwartz report a transformer-based simplifier that reduces long spinor-helicity expressions and produces new compact five-point scalar and graviton amplitude expressions, alongside recovering the known five-gluon Parke–Taylor expression.
Read original source Original amplitude-simplification paper v2arxiv.org
Original report: 2024-08-08