Publications

2026

1. Talk

   AI-Driven Optimization of Detector Design for the FCC-ee

   Ivan Brillo

   In 4th US FCC Meeting, SLAC National Accelerator Laboratory, Menlo Park, CA, Sep 2026

   Abs Bib HTML

   Research on multifidelity Bayesian optimization and differentiable simulation surrogates for efficient design optimization of detectors for the proposed FCC-ee at CERN.

   @inproceedings{brillo2026fccee,
     title = {AI-Driven Optimization of Detector Design for the FCC-ee},
     author = {Brillo, Ivan},
     booktitle = {4th US FCC Meeting},
     location = {SLAC National Accelerator Laboratory, Menlo Park, CA},
     year = {2026},
     month = sep,
   }

2. Under review

   ResCTrans: an Explainable Amyloidosis Classifier using Temporal Transformers from ECG Signals

   Ivan Brillo and others

   Jul 2026

   Submitted to IEEE Journal of Biomedical and Health Informatics

   Abs Bib

   An explainable classifier for cardiac amyloidosis from ECG signals based on temporal Transformers, with interpretability via Grad-CAM and Attention Rollout.

   @unpublished{brillo2026resctrans,
     title = {ResCTrans: an Explainable Amyloidosis Classifier using Temporal Transformers from ECG Signals},
     author = {Brillo, Ivan and others},
     note = {Submitted to IEEE Journal of Biomedical and Health Informatics},
     year = {2026},
     month = jul,
   }