3 papers
cs.LG2025
Generating particle physics Lagrangians with transformers
Yong Sheng Koay, Rikard Enberg, Stefano Moretti +1
In physics, Lagrangians provide a systematic way to describe laws governing physical systems. In the context of particle physics, they encode the interactions and behavior of the f…
cs.NE2024
A diversity-enhanced genetic algorithm for efficient exploration of parameter spaces
Jonas Wessén, Eliel Camargo-Molina
We present a Python package together with a practical guide for the implementation of a lightweight diversity-enhanced genetic algorithm (GA) approach for the exploration of multi-…
hep-ph2024
A Catalog of First-Order Electroweak Phase Transitions in the Standard Model Effective Field Theory
Eliel Camargo-Molina, Rikard Enberg, Johan Löfgren
We use modern dimensionally-reduced effective field theory methods, with careful attention to scale hierarchies, to analyze and catalog the types of first-order electroweak phase t…