Explainable equivariant neural networks for particle physics: PELICAN

A Bogatskiy, T Hoffman, DW Miller… - Journal of High Energy …, 2024 - Springer
A bstract PELICAN is a novel permutation equivariant and Lorentz invariant or covariant
aggregator network designed to overcome common limitations found in architectures …

Probing quantum floating phases in Rydberg atom arrays

J Zhang, SH Cantú, F Liu, A Bylinskii… - Nature …, 2025 - nature.com
The floating phase, a critical incommensurate phase, has been theoretically predicted as a
potential intermediate phase between crystalline ordered and disordered phases. In this …

Integrating quantum computing resources into scientific HPC ecosystems

T Beck, A Baroni, R Bennink, G Buchs… - Future Generation …, 2024 - Elsevier
Quantum Computing (QC) offers significant potential to enhance scientific discovery in fields
such as quantum chemistry, optimization, and artificial intelligence. Yet QC faces challenges …

Unsupervised and lightly supervised learning in particle physics

J Bardhan, T Mandal, S Mitra, C Neeraj… - The European Physical …, 2024 - Springer
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 …

Quantum many-body spin ratchets

L Zadnik, M Ljubotina, Ž Krajnik, E Ilievski, T Prosen - PRX quantum, 2024 - APS
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 …

Top quark mass calibration for Monte Carlo event generators—an update

B Dehnadi, AH Hoang, OL **, V Mateu - Journal of High Energy Physics, 2023 - Springer
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 …

Next-to-leading-logarithmic PanScales showers for deep inelastic scattering and vector boson fusion

M van Beekveld, SF Ravasio - Journal of High Energy Physics, 2024 - Springer
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 …

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 …

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 …

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 …