Continuous simulation of hypothetical physics processes with multiple free parameters

TL;DR

This paper introduces a novel continuous simulation method for hypothetical physics processes with multiple free parameters, enabling more efficient and accurate estimations over the parameter space compared to traditional grid-scan methods.

Contribution

The paper presents a new simulation approach that provides continuous estimations over parameter space with fewer events, improving efficiency and accuracy.

Findings

Accurately estimates detector acceptance and signal yields continuously.

Outperforms traditional grid-scan methods in efficiency.

Validated with two realistic physics cases.

Abstract

We propose a new approach to simulate hypothetical physics processes which are defined by multiple free parameters. Compared to the conventional grid-scan approach, the new method can produce accurate estimations of the detector acceptance and signal event yields continuously over the parameter space with fewer simulation events. The performance of this method is illustrated with two realistic cases.