Improved Constraints on Effective Top Quark Interactions using Edge Convolution Networks

N. P. Hartland, F. Maltoni, E. R. Nocera, J. Rojo, E. Slade, E. Vryonidou et al., A Monte Carlo global analysis of the Standard Model Effective Field Theory: the top quark sector , JHEP 04

Original

1901

Earlier work this paper cites.

Z. Wu, S. Pan, F. Chen, G. Long, C. Zhang and P. S. Yu, A comprehensive survey on graph neural networks , IEEE Transactions on Neural Networks and Learning Systems 32

Original

1901

Earlier work this paper cites.

H. Qu and L. Gouskos, ParticleNet: Jet Tagging via Particle Clouds , Phys. Rev. D 101

Original

1902

Earlier work this paper cites.

J. de Blas et al., Higgs Boson Studies at Future Particle Colliders , JHEP 01

Original

1905

Earlier work this paper cites.

I. Brivio, T. Corbett and M. Trott, The Higgs width in the SMEFT , JHEP 10

Original

1906

Earlier work this paper cites.

J. De Blas, G. Durieux, C. Grojean, J. Gu and A. Paul, On the future of Higgs, electroweak and diboson measurements at lepton colliders , JHEP 12

Original

1907

Earlier work this paper cites.

E. A. Moreno, O. Cerri, J. M. Duarte, H. B. Newman, T. Q. Nguyen, A. Periwal et al., JEDI-net: a jet identification algorithm based on interaction networks , Eur. Phys. J. C 80

Original

1908

Earlier work this paper cites.

J. Baglio, S. Dawson and S. Homiller, QCD corrections in Standard Model EFT fits to W ​ Z WZ and W ​ W WW production , Phys. Rev. D 100

Original

1909

Earlier work this paper cites.

I. Brivio, S. Bruggisser, F. Maltoni, R. Moutafis, T. Plehn, E. Vryonidou et al., O new physics, where art thou? A global search in the top sector , JHEP 02

Original

1910

Earlier work this paper cites.

C. Bierlich et al., Robust Independent Validation of Experiment and Theory: Rivet version 3 , SciPost Phys. 8

Original

1912

Earlier work this paper cites.

M. Bellagente, A. Butter, G. Kasieczka, T. Plehn and R. Winterhalder, How to GAN away Detector Effects , SciPost Phys. 8

Original

1912

Earlier work this paper cites.

A. Alloul, N. D. Christensen, C. Degrande, C. Duhr and B. Fuks, FeynRules 2.0 - A complete toolbox for tree-level phenomenology , Comput. Phys. Commun. 185

Original

1921

Earlier work this paper cites.

S. Weinberg, Phenomenological Lagrangians , Physica A 96

1979

Earlier work this paper cites.

C. J. C. Burges and H. J. Schnitzer, Virtual Effects of Excited Quarks as Probes of a Possible New Hadronic Mass Scale , Nucl. Phys. B 228

1983

Earlier work this paper cites.

W. Buchmuller and D. Wyler, Effective Lagrangian Analysis of New Interactions and Flavor Conservation , Nucl. Phys. B 268

1986

Earlier work this paper cites.

C. N. Leung, S. T. Love and S. Rao, Low-Energy Manifestations of a New Interaction Scale: Operator Analysis , Z. Phys. C 31

1986

Earlier work this paper cites.

K. Hagiwara, R. D. Peccei, D. Zeppenfeld and K. Hikasa, Probing the Weak Boson Sector in e + ​ e − → W + ​ W − e^{+}e^{-}\to W^{+}W^{-} , Nucl. Phys. B 282

1987

Earlier work this paper cites.

H. K. Dreiner, A. Duff and D. Zeppenfeld, How well do we know the three gluon vertex? , Phys. Lett. B 282

1992

Earlier work this paper cites.

L. J. Dixon and Y. Shadmi, Testing gluon selfinteractions in three jet events at hadron colliders , Nucl. Phys. B 423

1994

Earlier work this paper cites.

Y. Lecun, L. Bottou, Y. Bengio and P. Haffner, Gradient-based learning applied to document recognition , Proceedings of the IEEE 86

1998

Earlier work this paper cites.

V. Mikuni and F. Canelli, ABCNet: An attention-based method for particle tagging , Eur. Phys. J. Plus 135

Original

2001

Earlier work this paper cites.

O. Knapp, O. Cerri, G. Dissertori, T. Q. Nguyen, M. Pierini and J.-R. Vlimant, Adversarially Learned Anomaly Detection on CMS Open Data: re-discovering the top quark , Eur. Phys. J. Plus 136

Original

2005

Earlier work this paper cites.

X. Ju and B. Nachman, Supervised Jet Clustering with Graph Neural Networks for Lorentz Boosted Bosons , Phys. Rev. D102

Original

2008

Cited alongside, same era.

B. Grzadkowski, M. Iskrzynski, M. Misiak and J. Rosiek, Dimension-Six Terms in the Standard Model Lagrangian , JHEP 10

Original

2010

Cited alongside, same era.

V. Mikuni and F. Canelli, Unsupervised clustering for collider physics , Phys. Rev. D 103

Original

2010

Cited alongside, same era.

J. Ellis, M. Madigan, K. Mimasu, V. Sanz and T. You, Top, Higgs, Diboson and Electroweak Fit to the Standard Model Effective Field Theory , JHEP 04

Original

2012

Cited alongside, same era.

F. A. Dreyer and H. Qu, Jet tagging in the Lund plane with graph networks , JHEP 03

J. Brehmer, K. Cranmer, F. Kling and T. Plehn, Better Higgs boson measurements through information geometry , Phys. Rev. D 95

Original

2017

Later among the works it cites.

1704.01212

Original

J. Gilmer, S. S. Schoenholz, P. F. Riley, O. Vinyals and G. E. Dahl, Neural message passing for quantum chemistry , in International Conference on Machine Learning , pp. 1263–1272, PMLR, 2017 · 2017

Later among the works it cites.

I. Brivio, Y. Jiang and M. Trott, The SMEFTsim package, theory and tools , JHEP 12

Original

2017

Later among the works it cites.

J. Ellis, C. W. Murphy, V. Sanz and T. You, Updated Global SMEFT Fit to Higgs, Diboson and Electroweak Data , JHEP 06

Original

2018

Later among the works it cites.

J. Brehmer, F. Kling, T. Plehn and T. M. P. Tait, Better Higgs-CP Tests Through Information Geometry , Phys. Rev. D 97