Explainable equivariant neural networks for particle physics: PELICAN
A bstract PELICAN is a novel permutation equivariant and Lorentz invariant or covariant
aggregator network designed to overcome common limitations found in architectures …
aggregator network designed to overcome common limitations found in architectures …
Probing quantum floating phases in Rydberg atom arrays
The floating phase, a critical incommensurate phase, has been theoretically predicted as a
potential intermediate phase between crystalline ordered and disordered phases. In this …
potential intermediate phase between crystalline ordered and disordered phases. In this …
Integrating quantum computing resources into scientific HPC ecosystems
Quantum Computing (QC) offers significant potential to enhance scientific discovery in fields
such as quantum chemistry, optimization, and artificial intelligence. Yet QC faces challenges …
such as quantum chemistry, optimization, and artificial intelligence. Yet QC faces challenges …
Unsupervised and lightly supervised learning in particle physics
We review the main applications of machine learning models that are not fully supervised in
particle physics, ie, clustering, anomaly detection, detector simulation, and unfolding …
particle physics, ie, clustering, anomaly detection, detector simulation, and unfolding …
Quantum many-body spin ratchets
Introducing a class of SU (2) invariant quantum unitary circuits generating chiral transport,
we examine the role of broken space-reflection and time-reversal symmetries on spin …
we examine the role of broken space-reflection and time-reversal symmetries on spin …
Top quark mass calibration for Monte Carlo event generators—an update
A bstract We generalize and update our former top quark mass calibration framework for
Monte Carlo (MC) event generators based on the e+ e− hadron-level 2-jettiness τ 2 …
Monte Carlo (MC) event generators based on the e+ e− hadron-level 2-jettiness τ 2 …
Next-to-leading-logarithmic PanScales showers for deep inelastic scattering and vector boson fusion
A bstract We introduce the first family of parton showers that achieve next-to-leading
logarithmic (NLL) accuracy for processes involving a t-channel exchange of a colour-singlet …
logarithmic (NLL) accuracy for processes involving a t-channel exchange of a colour-singlet …
Enhanced deuteron coalescence probability in jets
S Acharya, D Adamová, A Adler, G Aglieri Rinella… - Physical review …, 2023 - APS
The transverse-momentum (p T) spectra and coalescence parameters B 2 of (anti)
deuterons are measured in pp collisions at s= 13 TeV for the first time in and out of jets. In …
deuterons are measured in pp collisions at s= 13 TeV for the first time in and out of jets. In …
Searching for heavy neutral leptons at a future muon collider
TH Kwok, L Li, T Liu, A Rock - Physical Review D, 2024 - APS
As the planning stages for a high energy muon collider enter a more concrete era, an
important question arises as to what new physics could be uncovered. A TeV-scale muon …
important question arises as to what new physics could be uncovered. A TeV-scale muon …
Search for charged-lepton-flavor violating interactions in top-quark production and decay in collisions at with the ATLAS detector at the LHC
G Aad, E Aakvaag, B Abbott, K Abeling, NJ Abicht… - Physical Review D, 2024 - APS
A search for charged-lepton-flavor violating μ τ qt (q= u, c) interactions is presented,
considering both top-quark production and decay. The data analyzed correspond to 140 fb-1 …
considering both top-quark production and decay. The data analyzed correspond to 140 fb-1 …