50 citations · 234 across the 12 of their papers we have counts for
12 papers
Adaptive Conformal Regression with Jackknife+ Rescaled Scores
Nicolas Deutschmann, Mattia Rigotti, Maria Rodriguez Martinez
Conformal regression provides prediction intervals with global coverage guarantees, but often fails to capture local error distributions, leading to non-homogeneous coverage. We ad…
Is Attention Interpretation? A Quantitative Assessment On Sets
Jonathan Haab, Nicolas Deutschmann, Maria Rodríguez Martínez
The debate around the interpretability of attention mechanisms is centered on whether attention scores can be used as a proxy for the relative amounts of signal carried by sub-comp…
Quark mass effects in two-loop Higgs amplitudes
Charalampos Anastasiou, Nicolas Deutschmann, Armin Schweitzer
We provide two two-loop amplitudes relevant for precision Higgs physics. The first is the two-loop amplitude for Higgs boson production through gluon fusion with exact dependence o…
Momentum mappings for subtractions at higher orders in QCD
Vittorio Del Duca, Nicolas Deutschmann, Simone Lionetti
Subtraction schemes provide a systematic way to compute fully-differential cross sections beyond the leading order in the strong coupling constant. These methods make singular real…
Top-Yukawa contributions to bbH production at the LHC
Nicolas Deutschmann, Fabio Maltoni, Marius Wiesemann +1
We study the production of a Higgs boson in association with bottom quarks () in hadronic collisions at the LHC, including the different contributions stemming from term…
Gluon-fusion Higgs production in the Standard Model Effective Field Theory
Nicolas Deutschmann, Claude Duhr, Fabio Maltoni +1
We provide the complete set of predictions needed to achieve NLO accuracy in the Standard Model Effective Field Theory at dimension six for Higgs production in gluon fusion. In par…
Current LHC Constraints on Minimal Universal Extra Dimensions
Nicolas Deutschmann, Thomas Flacke, Jong Soo Kim
In this letter, we present LHC limits on the minimal universal extra dimension (MUED) model from LHC Run 1 data and current limits from searches of the ongoing Run 2. Typical colli…
Compact Extra Dimensions in Quantum Mechanics
Nicolas Deutschmann
Extra-dimensions are a common topic in popular descriptions of theoretical physics with which undergraduate student most often have no contact in physics courses. This paper shows…
Towards Kaluza-Klein Dark Matter on Nilmanifolds
David Andriot, Giacomo Cacciapaglia, Aldo Deandrea +2
We present a first study of the field spectrum on a class of negatively-curved compact spaces: nilmanifolds or twisted tori. This is a case where analytical results can be obtained…
Dark matter and localised fermions from spherical orbifolds?
Giacomo Cacciapaglia, Aldo Deandrea, Nicolas Deutschmann
We study a class of six-dimensional models based on positive curvature surfaces (spherical 2-orbifolds) as extra-spaces. Using the Newman-Penrose formalism, we discuss the particle…
Multi-tops at the LHC
Aldo Deandrea, Nicolas Deutschmann
The experiments at the LHC are searching for many different final states that can hint to the presence of new physics beyond the Standard Model. One of the most interesting and pro…
Simulating spin-3/2 particles at colliders
Neil D. Christensen, P. de Aquino, N. Deutschmann +7
Support for interactions of spin-3/2 particles is implemented in the FeynRules and ALOHA packages and tested with the MadGraph 5 and CalcHEP event generators in the context of thre…