32 citations · 40 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 8 cited
hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices
Farah Fahim, Benjamin Hawks, Christian Herwig +27
Accessible machine learning algorithms, software, and diagnostic tools for energy-efficient devices and systems are extremely valuable across a broad range of application domains.…
physics.ins-det2020★ 32 cited
Accelerated Charged Particle Tracking with Graph Neural Networks on FPGAs
Aneesh Heintz, Vesal Razavimaleki, Javier Duarte +18
We develop and study FPGA implementations of algorithms for charged particle tracking based on graph neural networks. The two complementary FPGA designs are based on OpenCL, a fram…
hep-ex2020
Searching for diboson resonances in the boosted all-hadronic final state at TeV with CMS
Thea Aarrestad
This article summarises three searches for diboson resonances in the all-hadronic final state using data collected at a center-of-mass energy of TeV with the CMS…