The BSM-AI project: SUSY-AI–generalizing LHC limits on supersymmetry with machine learning

Author:

Caron Sascha,Kim Jong Soo,Rolbiecki Krzysztof,de Austri Roberto Ruiz,Stienen Bob

Funder

Narodowe Centrum Nauki

European Commission

Deutsche Forschungsgemeinschaft

Ministerio de Economía y Competitividad

Publisher

Springer Science and Business Media LLC

Subject

Physics and Astronomy (miscellaneous),Engineering (miscellaneous)

Reference97 articles.

1. ATLAS Collaboration, G. Aad et al., Summary of the searches for squarks and gluinos using $$ \sqrt{s}=8$$ s = 8 TeV pp collisions with the ATLAS experiment at the LHC. JHEP10, 054 (2015). arXiv:1507.05525

2. ATLAS Collaboration, G. Aad et al., Search for the electroweak production of supersymmetric particles in $$\sqrt{s}=8$$ s = 8 TeV pp collisions with the ATLAS detector. Phys. Rev. D 93(5), 052002 (2016). arXiv:1509.07152

3. CMS Collaboration, S. Chatrchyan et al., Interpretation of searches for supersymmetry with simplified models. Phys. Rev. D 88(5), 052017 (2013). arXiv:1301.2175

4. ATLAS Collaboration, G. Aad et al., ATLAS Run 1 searches for direct pair production of third-generation squarks at the Large Hadron Collider. Eur. Phys. J. C 75(10), 510 (2015). arXiv:1506.08616 . (Erratum: Eur. Phys. J. C76(3), 153 (2016))

5. CMS Collaboration, V. Khachatryan et al., Search for supersymmetry using razor variables in events with $$b$$ b -tagged jets in $$pp$$ p p collisions at $$\sqrt{s} =$$ s = 8 TeV. Phys. Rev. D 91, 052018 (2015). arXiv:1502.00300

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