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Key4hep, a framework for future HEP experiments and its use in FCC

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arxiv 2111.09874 v1 pith:2LTEO2II submitted 2021-11-18 hep-ex

classification hep-ex
keywords softwarekey4hepwillcommonexperimentsfuturerequireclic
verification ladder T0 review T1 audit T2 compute T3 formal

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The road map to the FCC Feasibility Study Report, for submission to the next Update of the European Strategy for Particle Physics, will require detailed simulation and advanced reconstruction algorithms to explore and maximise the physics reach of proposed detector solutions. The optimisation process will require maximal flexibility in changing detector geometries, materials and sensitive areas, and efficient tools to quantify the overall performance. To synergise such developments the CEPC, CLIC, FCC, ILC and SCT communities have engaged in the commissioning of a `Turnkey Software Stack' (Key4hep), which would provide all the necessary ingredients, from simulation to analysis, for future experiments. This approach is based on the positive experience of the linear collider projects ILC and CLIC, which have developed and used a common software stack (iLCSoft) over the last decade. Key4hep aims to cover most, if not all, future linear and circular machines colliding leptons (electrons, muons), and hadrons. The common software ecosystem will facilitate writing specific components for experiments ensuring coherency and maximising the re-use of established solutions. Project-specific software frameworks will require adaptation to fully profit from the common software base. In this essay we present the status and plans for re-framing the FCC software framework, FCCSW, around Key4hep and discuss the challenges associated with the transition.

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Cited by 3 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. ParticleTransformer is all you need for reconstructing hadronic tau leptons

    hep-ex 2026-06 unverdicted novelty 7.0 of 10

    Transformer models trained on FCC-ee CLD simulation reconstruct hadronic taus with per-mille mis-ID, F1 up to 0.95, sub-per-mille charge errors, and percent-level transverse momentum resolution.

  2. D$e^+e^-$ffusion: Capturing the Beam-Beam Physics of $e^+e^-$ Collisions with Diffusion Models

    hep-ph 2026-07 conditional novelty 6.0 of 10

    A diffusion model trained on GuineaPig++ reproduces FCC-ee beam-induced pair-production distributions at particle and detector level, about 10^4 times faster.

  3. SubMIT: A Physics Analysis Facility at MIT

    cs.DC 2025-05 conditional novelty 4.0 of 10

    SubMIT is a working prototype analysis facility providing fast interactive access to large data, local batch resources, and distributed computing, demonstrated through benchmarks and published CMS and FCC analyses.

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