SKSimon Knapen

Simon Knapen

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Previous Organizations / Institutes

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Simon Knapen has a total of 372 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Searches for electroweak states at future plasma wakefield colliders

    by So Chigusa, Simon Knapen, Toby Opferkuch, Inbar Savoray, Christiane Scherb, Weishuang Linda Xu

    We quantify the discovery potential of future multi-TeV plasma wakefield colliders for new electroweak multiplets. We include beam-beam effects through realistic luminosity spectra, comparing five collider configurations: $e^+e^-$ and $e^-e^-$ machines with round- and flat-beams, and a $γγ$ collider. The beam-beam effects qualitatively change search strategies relative to idealized mono-energetic lepton colliders, highlighting the importance of the low-energy part of the luminosity spectrum and additional beam-induced initial-state channels. Our results have implications for accelerator R&D priorities, since key electroweak targets may remain accessible even if efficient positron acceleration and flat-beam delivery prove technically challenging at the multi-TeV scale.

  • Open Access

    Spin-dependent scattering of sub-GeV dark matter: Models and constraints

    by Stefania Gori, Simon Knapen, Tongyan Lin, Pankaj Munbodh, Bethany Suter

    We calculate the scattering rate of sub-GeV dark matter in solid-state targets for spin-dependent dark matter–nucleon interactions. For dark matter particles with mass below 100 MeV, the scattering occurs predominantly through incoherent phonon production. For dark matter heavier than 100 MeV, we match onto the nuclear recoil calculation. To compare the sensitivity of future direct detection experiments with existing constraints, we consider three models with interactions that are mediated by spin-0 or spin-1 particles. This allows us to derive bounds on the cross section from searches for the mediating particle, including bounds from stellar cooling, beam dump experiments, meson factories, and dark matter self-interactions. The existing bounds are very stringent, though for m χ ≳ 100 MeV there is parameter space, which may be accessible with direct detection, depending on the exposure and background rates.


  • Open Access

    A robust search for lepton flavour violating axions at Mu3e

    by Simon Knapen, Kevin Langhoff, Toby Opferkuch, Diego Redigolo

    A bstract: We propose a search at Mu3e for lepton flavor violating axion(-like) particles in μ → 3 e + a decays. By requiring an additional e + e − pair from internal conversion, one can circumvent the calibration challenges which plague the μ → e + a channel for axions lighter than 20 MeV. Crucially, the corresponding reduction in signal rate is to a large extent compensated for by Mu3e ’s ability to resolve highly collimated tracks. For phase I of Mu3e , we project a sensitivity to decay constants as high as 6 × 10 9 GeV which probes uncharted parameter space in scenarios of axion dark matter. The sensitivity to axions which couple primarily to right-handed leptons can be further improved by leveraging the polarisation of the muon beam.


  • Open Access

    Technical design report for the CODEX-β demonstrator

    by Giulio Aielli, Juliette Alimena, Saul Balcarcel-Salazar, James Beacham, Eli Ben Haim, András Barnabás Burucs, Roberto Cardarelli, Matthew J. Charles, Xabier Cid Vidal, Albert De Roeck, et al.

    The CODEX-β apparatus is a demonstrator for the proposed future CODEX-b experiment, a long-lived-particle detector foreseen for operation at IP8 during HL-LHC data-taking. The demonstrator project, intended to collect data in 2025, is described, with a particular focus on the design, construction, and installation of the new apparatus.


  • Open Access

    Displaced searches for Axion-Like Particles and Heavy Neutral Leptons at Mu3e

    by Simon Knapen, Toby Opferkuch, Diego Redigolo, Michele Tammaro

    We present strategies for the Mu3e experiment to search for light, weakly coupled particles produced in rare muon decays, focusing on displaced e + e − decays within the hollow target. In most scenarios the backgrounds can be fully suppressed with a suitable set of cuts. We furthermore quantify the interplay between displaced and prompt searches at Mu3e and existing constraints, showing how Mu3e has a unique opportunity to probe unexplored parameter space.


  • Open Access

    Imprints of supersymmetry at a future Z factory

    by Simon Knapen, Kevin Langhoff, Zoltan Ligeti

    We study the discovery potential of Z branching ratios due to contributions induced by the minimal supersymmetric standard model (MSSM) electroweak sector, assuming that the squarks and gluinos are heavy. Precision measurements at a future Z factory would yield sensitivity to MSSM that is complementary to direct searches at the LHC, provided that the systematic uncertainties can be reduced to a level comparable to the expected statistical uncertainties.


  • Open Access

    CODEX-b: Opening New Windows to the Long-Lived Particle Frontier at the LHC

    by Giulio Aielli, Juliette Alimena, Saul Balcarcel-Salazar, Eli Haim, András Burucs, Roberto Cardarelli, Matthew Charles, Xabier Vidal, Albert De Roeck, Biplab Dey, et al.

    This document is written as a contribution to the European Strategy of Particle Physics (ESPP) update. We offer a detailed overview of current developments and future directions for the CODEX-b detector, which aims to detect long-lived particles beyond the Standard Model. We summarize the scientific motivation for this detector, advances in our suite of simulation and detector optimization frameworks, and examine expected challenges, costs, and timelines in realizing the full detector. Additionally, we describe the technical specifications for the smaller-scale demonstrator detector (CODEX-$β$) we have installed in the LHCb experimental cavern.

  • Open Access

    Broadband phonon production from axion absorption

    by Itay M. Bloch, Simon Knapen, Amalia Madden, Giacomo Marocco

    We show that axion dark matter in the range meV ≲ m a ≲ 100 meV can incoherently excite phonons in crystal targets with unpolarised nuclear spins. This can occur through its coupling to nuclear spins and/or through its induced time-dependent electric dipole moment in nuclei. Due to the random orientation of the nuclear spins, translation symmetry is broken in the phonon effective theory, allowing axion absorption to create phonons with unrestricted momentum. The absorption rate is therefore proportional to the phonon density of states, which generically has support across a wide range of energies, allowing for a broadband detection scheme. We calculate the absorption rate for solid H2, D2, Al2O3, GaAs, H2O, D2O, Be and Li2O, and find that materials containing light, non-zero spin nuclei are the most promising. The predicted rates for the QCD axion are of the order of a few events / 10 kg-year exposure, setting an ambitious target for the required exposure and background suppression.


  • Open Access

    Angling for insights: illuminating light new physics at Mu3e through angular correlations

    by Simon Knapen, Kevin Langhoff, Toby Opferkuch, Diego Redigolo

    We examine the capability of Mu3e to probe light new physics scenarios that produce a prompt electron-positron resonance and demonstrate how angular observables are instrumental in enhancing the experimental sensitivity. We systematically investigate the effect of Mu3e’s expected sensitivity on the parameter space of the dark photon, as well as on axion-like particles and light scalars with couplings to muons and electrons.


  • Open Access

    Machine-Learning Compression for Particle Physics Discoveries

    by Jack H. Collins, Yifeng Huang, Simon Knapen, Benjamin Nachman, Daniel Whiteson

    In collider-based particle and nuclear physics experiments, data are produced at such extreme rates that only a subset can be recorded for later analysis. Typically, algorithms select individual collision events for preservation and store the complete experimental response. A relatively new alternative strategy is to additionally save a partial record for a larger subset of events, allowing for later specific analysis of a larger fraction of events. We propose a strategy that bridges these paradigms by compressing entire events for generic offline analysis but at a lower fidelity. An optimal-transport-based $\beta$ Variational Autoencoder (VAE) is used to automate the compression and the hyperparameter $\beta$ controls the compression fidelity. We introduce a new approach for multi-objective learning functions by simultaneously learning a VAE appropriate for all values of $\beta$ through parameterization. We present an example use case, a di-muon resonance search at the Large Hadron Collider (LHC), where we show that simulated data compressed by our $\beta$-VAE has enough fidelity to distinguish distinct signal morphologies.