An XFEL Compton gamma-gamma collider at 125 GeV with a set transformer deep learning classifier on particle-flow point clouds can achieve high-precision Higgs measurements across hadronic, semi-leptonic, and leptonic final states including H to strange quarks.
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CERN Yellow Reports: Monographs
10 Pith papers cite this work, alongside 172 external citations. Polarity classification is still indexing.
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Secondary cascades in the TAXN absorber produce a substantial millicharged particle flux that complements primary production and boosts FORMOSA signals by ~50% for m_χ below 0.1 GeV.
The Gamma Factory concept turns the LHC into a source of high-intensity gamma rays and tertiary beams by laser-exciting relativistic atomic ion beams.
A distributed arithmetic algorithm for CMVM operations on FPGAs reduces area by up to one third and latency for quantized neural networks, integrated into hls4ml.
Implementing improved logarithmic accuracy parton showers in Herwig reveals that differences in infrared cutoffs have important effects on hadron-level predictions and tunability.
E-PCN reaches 94.67% macro-accuracy on 10-class jet tagging by weighting graphs with angular separation, transverse momentum, momentum fraction, and invariant mass, with Grad-CAM showing the first two account for 76% of decisions and yielding gains over baseline PCN.
Identification of a memory control timing issue in ABCStar ASIC and mitigation by increasing core voltage to 1.25 V and clock duty cycle to restore production yields above 80%.
Silvaco and Synopsys TCAD tools yield similar results for leakage current, depletion voltage, electric field, and trap statistics in irradiated silicon pixel detectors using the Perugia model.
Reports recent developments, operational experience on CERN prototypes, and new firmware features plus protocol support for the OpenIPMC IPMC controller.
Reviews beam loss mechanisms in high-energy accelerators and their risks to equipment, electronics, and personnel.
citing papers explorer
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Higgs Physics with the XFEL Compton $\boldsymbol{\gamma\gamma}$ Collider Concept at $\boldsymbol{\sqrt{s}=125}$ GeV
An XFEL Compton gamma-gamma collider at 125 GeV with a set transformer deep learning classifier on particle-flow point clouds can achieve high-precision Higgs measurements across hadronic, semi-leptonic, and leptonic final states including H to strange quarks.
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A New Source of Millicharged Particles: Secondary Showers in the LHC Forward Absorber
Secondary cascades in the TAXN absorber produce a substantial millicharged particle flux that complements primary production and boosts FORMOSA signals by ~50% for m_χ below 0.1 GeV.
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Gamma Factory: A New Experimental Paradigm for CERN's HL-LHC--FCC-ee Transition
The Gamma Factory concept turns the LHC into a source of high-intensity gamma rays and tertiary beams by laser-exciting relativistic atomic ion beams.
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da4ml: Distributed Arithmetic for Real-time Neural Networks on FPGAs
A distributed arithmetic algorithm for CMVM operations on FPGAs reduces area by up to one third and latency for quantized neural networks, integrated into hls4ml.
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Studying the Infrared Behaviour of Improved Logarithmic Accuracy Parton Showers with Herwig
Implementing improved logarithmic accuracy parton showers in Herwig reveals that differences in infrared cutoffs have important effects on hadron-level predictions and tunability.
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E-PCN: Jet Tagging with Explainable Particle Chebyshev Networks Using Kinematic Features
E-PCN reaches 94.67% macro-accuracy on 10-class jet tagging by weighting graphs with angular separation, transverse momentum, momentum fraction, and invariant mass, with Grad-CAM showing the first two account for 76% of decisions and yielding gains over baseline PCN.
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Identification and mitigation of memory block timing issue in ITk ABCStar during ASIC production
Identification of a memory control timing issue in ABCStar ASIC and mitigation by increasing core voltage to 1.25 V and clock duty cycle to restore production yields above 80%.
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Comparison of Silvaco and Synopsys TCAD Predictions Including the Perugia Radiation Damage Model in Silicon Pixel Detectors for the HL-LHC
Silvaco and Synopsys TCAD tools yield similar results for leakage current, depletion voltage, electric field, and trap statistics in irradiated silicon pixel detectors using the Perugia model.
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Novel Developments on the OpenIPMC Project
Reports recent developments, operational experience on CERN prototypes, and new firmware features plus protocol support for the OpenIPMC IPMC controller.
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Beam Loss Consequences
Reviews beam loss mechanisms in high-energy accelerators and their risks to equipment, electronics, and personnel.