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The GAMBIT Universal Model Machine : from Lagrangians to likelihoods
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- Bloor, Sanjay (author)
- Imperial Coll London, Dept Phys, Blackett Lab, Prince Consort Rd, London SW7 2AZ, England.;Univ Queensland, Sch Math & Phys, Brisbane, Qld 4072, Australia.
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- Gonzalo, Tomas E. (author)
- Rhein Westfal TH Aachen, Inst Theoret Particle Phys & Cosmol TTK, D-52056 Aachen, Germany.;Monash Univ, Sch Phys & Astron, Melbourne, Vic 3800, Australia.
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- Scott, Pat (author)
- Imperial Coll London, Dept Phys, Blackett Lab, Prince Consort Rd, London SW7 2AZ, England.;Univ Queensland, Sch Math & Phys, Brisbane, Qld 4072, Australia.
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- Imperial Coll London, Dept Phys, Blackett Lab, Prince Consort Rd, London SW7 2AZ, England;Univ Queensland, Sch Math & Phys, Brisbane, Qld 4072, Australia. Rhein Westfal TH Aachen, Inst Theoret Particle Phys & Cosmol TTK, D-52056 Aachen, Germany.;Monash Univ, Sch Phys & Astron, Melbourne, Vic 3800, Australia. (creator_code:org_t)
- 2021-12-15
- 2021
- English.
- In: European Physical Journal C. - : Springer Nature. - 1434-6044 .- 1434-6052. ; 81:12
- Journal article (peer-reviewed)
Abstract
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- We introduce the GAMBIT Universal Model Machine (GUM), a tool for automatically generating code for the global fitting software framework GAMBIT, based on Lagrangian-level inputs. GUM accepts models written symbolically in FeynRules and SARAH formats, and can use either tool along with MadG rap h and CaIcHEP to generate GAMBIT model, collider, dark matter, decay and spectrum code, as well as GAMBIT interfaces to corresponding versions of SPheno, micrOMEGAs, Pythia and Vevacious (C++). In this paper we describe the features, methods, usage, pathways, assumptions and current limitations of GUM. We also give a fully worked example, consisting of the addition of a Majorana fermion simplified dark matter model with a scalar mediator to GAMBIT via GUM, and carry out a corresponding fit.
Subject headings
- NATURVETENSKAP -- Fysik -- Subatomär fysik (hsv//swe)
- NATURAL SCIENCES -- Physical Sciences -- Subatomic Physics (hsv//eng)
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- art (subject category)
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