Publications, preprints & notes

Papers and notes I've contributed to.

Real-Time Plasma State Prediction via FPGA-Accelerated Quantized Recurrent Probabilistic Neural Networks
Daniel Gaytán-Villarreal, Aiken Xie, Tu Pham, Rohit Sonker, Chiara Amendola, Matteo Cremonesi, Cong Hao, Jeff Schneider
arXiv:2609.23141 (2026)
Real-Time Detection of Charge Jumps in Superconducting Qubits with a Convolutional Neural Network
Daniel Gaytán-Villarreal, Peter Meiring, Daniel Baxter, Daniel Bowring, Grace Bratrud, Matteo Cremonesi, Giuseppe Di Guglielmo, Grace Wagner, Bowen Xiao
arXiv:2607.14293 (2026)
GNN-based End-to-End Reconstruction in the CMS Phase-2 High-Granularity Calorimeter
CMS Collaboration
CMS Detector Performance Summary, CMS-DP-2026-057 (2026)