A CNN for LHC beam-loss time-series classification gains up to 18.6% higher robust accuracy via a differentiable preprocessing wrapper and adversarial fine-tuning, with extension to sequence-level temporal robustness.
Benedikt et al.Future Circular Collider Feasibility Study Report Volume 2
4 Pith papers cite this work. Polarity classification is still indexing.
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Analytical modeling suggests iron-based superconductor multilayers can sustain higher magnetic fields with lower surface resistance than bulk niobium for SRF applications.
Phenomenological sensitivity study of long-lived staus in GMSB at FCC-ee via displaced signatures.
The FCC feasibility study describes how a staged electron-positron and hadron collider could deliver precision measurements on the Higgs, electroweak bosons, and top quark while searching for physics beyond the Standard Model.
citing papers explorer
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Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment
A CNN for LHC beam-loss time-series classification gains up to 18.6% higher robust accuracy via a differentiable preprocessing wrapper and adversarial fine-tuning, with extension to sequence-level temporal robustness.
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Analytical evaluation of surface barrier and resistance in iron-based superconducting multilayers for Superconducting Radio-Frequency applications
Analytical modeling suggests iron-based superconductor multilayers can sustain higher magnetic fields with lower surface resistance than bulk niobium for SRF applications.
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Charged long-lived particles in the GMSB scenario at the Future Circular Collider (FCC-ee)
Phenomenological sensitivity study of long-lived staus in GMSB at FCC-ee via displaced signatures.
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Future Circular Collider Feasibility Study Report: Volume 1, Physics, Experiments, Detectors
The FCC feasibility study describes how a staged electron-positron and hadron collider could deliver precision measurements on the Higgs, electroweak bosons, and top quark while searching for physics beyond the Standard Model.