Shih-Chieh Hsu

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices pdf

Luca P. Carloni, Adrian Alan Pol, Maurizio Pierini, 2021, ArXiv.

Graph Neural Networks for Charged Particle Tracking on FPGAs pdf

Javier Duarte, Bo-Cheng Lai, Mark Neubauer, 2021, Frontiers in Big Data.

Performance of a geometric deep learning pipeline for HL-LHC particle tracking

Maria Spiropulu, Jim Kowalkowski, Steven Farrell, 2021, The European Physical Journal C.

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention pdf

Pierre Baldi, Ta-Wei Ho, Michael James Fenton, 2021, SciPost Physics.

GPU coprocessors as a service for deep learning inference in high energy physics

Philip Harris, Javier Duarte, Scott Hauck, 2021, Mach. Learn. Sci. Technol..

Applications and Techniques for Fast Machine Learning in Science pdf

Zhiqiang Que, Ricardo Vilalta, Seda Ogrenci Memik, 2021, Frontiers in Big Data.