Search Results for author: Christophe Grojean

Found 8 papers, 1 papers with code

Interpretable machine learning in Physics

no code implementations11 Mar 2022 Christophe Grojean, Ayan Paul, Zhuoni Qian, Inga Strümke

Adding interpretability to multivariate methods creates a powerful synergy for exploring complex physical systems with higher order correlations while bringing about a degree of clarity in the underlying dynamics of the system.

BIG-bench Machine Learning Interpretable Machine Learning

Comments on gauge anomalies at dimension-six in the Standard Model Effective Field Theory

no code implementations14 Dec 2020 Quentin Bonnefoy, Luca Di Luzio, Christophe Grojean, Ayan Paul, Alejo N. Rossia

The same approach applies directly to the Standard Model both at the renormalisable level, providing a convenient and unusual way to check that the SM is anomaly free, as well as at the non-renormalisable level in SMEFT.

High Energy Physics - Phenomenology High Energy Physics - Theory

On the future of Higgs, electroweak and diboson measurements at lepton colliders

1 code implementation9 Jul 2019 Jorge de Blas, Gauthier Durieux, Christophe Grojean, Jiayin Gu, Ayan Paul

For circular colliders, our results demonstrate the importance of a new $Z$-pole program for the robust extraction of Higgs couplings.

High Energy Physics - Phenomenology High Energy Physics - Experiment

The International Linear Collider: A Global Project

no code implementations5 Mar 2019 Philip Bambade, Tim Barklow, Ties Behnke, Mikael Berggren, James Brau, Philip Burrows, Dmitri Denisov, Angeles Faus-Golfe, Brian Foster, Keisuke Fujii, Juan Fuster, Frank Gaede, Paul Grannis, Christophe Grojean, Andrew Hutton, Benno List, Jenny List, Shinichiro Michizono, Akiya Miyamoto, Olivier Napoly, Michael Peskin, Roman Poeschl, Frank Simon, Jan Strube, Junping Tian, Maksym Titov, Marcel Vos, Andrew White, Graham Wilson, Akira Yamamoto, Hitoshi Yamamoto, Kaoru Yokoya

In this report, we review of all aspects of the ILC program: the physics motivation, the accelerator design, the run plan, the proposed detectors, the experimental measurements on the Higgs boson, the top quark, the couplings of the W and Z bosons, and searches for new particles.

High Energy Physics - Experiment High Energy Physics - Phenomenology Accelerator Physics

Resolving gluon fusion loops at current and future hadron colliders

no code implementations2 Aug 2016 Aleksandr Azatov, Christophe Grojean, Ayan Paul, Ennio Salvioni

Inclusive Higgs measurements at the LHC have limited resolution on the gluon fusion loops, being unable to distinguish the long-distance contributions mediated by the top quark from possible short-distance new physics effects.

High Energy Physics - Phenomenology High Energy Physics - Experiment

On the Validity of the Effective Field Theory Approach to SM Precision Tests

no code implementations21 Apr 2016 Roberto Contino, Adam Falkowski, Florian Goertz, Christophe Grojean, Francesco Riva

We discuss the conditions for an effective field theory (EFT) to give an adequate low-energy description of an underlying physics beyond the Standard Model (SM).

High Energy Physics - Phenomenology

A facility to Search for Hidden Particles at the CERN SPS: the SHiP physics case

no code implementations19 Apr 2015 Sergey Alekhin, Wolfgang Altmannshofer, Takehiko Asaka, Brian Batell, Fedor Bezrukov, Kyrylo Bondarenko, Alexey Boyarsky, Nathaniel Craig, Ki-Young Choi, Cristóbal Corral, David Curtin, Sacha Davidson, André de Gouvêa, Stefano Dell'Oro, Patrick deNiverville, P. S. Bhupal Dev, Herbi Dreiner, Marco Drewes, Shintaro Eijima, Rouven Essig, Anthony Fradette, Björn Garbrecht, Belen Gavela, Gian F. Giudice, Dmitry Gorbunov, Stefania Gori, Christophe Grojean, Mark D. Goodsell, Alberto Guffanti, Thomas Hambye, Steen H. Hansen, Juan Carlos Helo, Pilar Hernandez, Alejandro Ibarra, Artem Ivashko, Eder Izaguirre, Joerg Jaeckel, Yu Seon Jeong, Felix Kahlhoefer, Yonatan Kahn, Andrey Katz, Choong Sun Kim, Sergey Kovalenko, Gordan Krnjaic, Valery E. Lyubovitskij, Simone Marcocci, Matthew Mccullough, David McKeen, Guenakh Mitselmakher, Sven-Olaf Moch, Rabindra N. Mohapatra, David E. Morrissey, Maksym Ovchynnikov, Emmanuel Paschos, Apostolos Pilaftsis, Maxim Pospelov, Mary Hall Reno, Andreas Ringwald, Adam Ritz, Leszek Roszkowski, Valery Rubakov, Oleg Ruchayskiy, Jessie Shelton, Ingo Schienbein, Daniel Schmeier, Kai Schmidt-Hoberg, Pedro Schwaller, Goran Senjanovic, Osamu Seto, Mikhail Shaposhnikov, Brian Shuve, Robert Shrock, Lesya Shchutska, Michael Spannowsky, Andy Spray, Florian Staub, Daniel Stolarski, Matt Strassler, Vladimir Tello, Francesco Tramontano, Anurag Tripathi, Sean Tulin, Francesco Vissani, Martin W. Winkler, Kathryn M. Zurek

We demonstrate that the SHiP experiment has a unique potential to discover new physics and can directly probe a number of solutions of beyond the Standard Model puzzles, such as neutrino masses, baryon asymmetry of the Universe, dark matter, and inflation

High Energy Physics - Phenomenology High Energy Physics - Experiment

Taming the off-shell Higgs boson

no code implementations24 Jun 2014 Aleksandr Azatov, Christophe Grojean, Ayan Paul, Ennio Salvioni

We study the off-shell Higgs data in the process $pp\to h^{(*)} \to Z^{(\ast)}Z^{(\ast)}\to 4\ell$, to constrain deviations of the Higgs couplings.

High Energy Physics - Phenomenology High Energy Physics - Experiment

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