activity
20002023
most citedMachine Learning in Nuclear Physics

255 citations · 325 across the 10 of their papers we have counts for

collaborators

10 papers

physics.acc-ph2023

Advanced surface treatments for medium-velocity superconducting RF cavities for high accelerating gradient continuous-wave operation

K. McGee, S. Kim, K. Elliott +13

Nitrogen-doping and furnace-baking are advanced high-Q0 recipes developed for 1.3 GHz TESLA-type cavities. These treatments will significantly benefit the high-Q0 linear accelerato…

physics.acc-ph2023

Flux Expulsion and Material Properties of Niobium Explored in 644-650 MHz Cavities

K. McGee, S-H. Kim, P. Ostroumov +5

Upcoming projects requiring high-Q ~650 MHz medium-to-high- elliptical cavities drive a need to understand magnetic RF loss mechanisms and mitigations in greater detail. High-te…

physics.acc-ph2022

Prior-mean-assisted Bayesian optimization application on FRIB Front-End tunning

Kilean Hwang, Tomofumi Maruta, Alexander Plastun +5

Bayesian optimization~(BO) is often used for accelerator tuning due to its high sample efficiency. However, the computational scalability of training over large data-set can be pro…

physics.acc-ph2022★ 2 cited

Strategies in Education, Outreach, and Inclusion to Enhance the US Workforce in Accelerator Science and Engineering

M. Bai, W. A. Barletta, D. L. Bruhwiler +17

We summarize the community-based consensus for improvements concerning education, public outreach, and inclusion in Accelerator Science and Engineering that will enhance the workfo…

nucl-th2021★ 255 cited

Machine Learning in Nuclear Physics

Amber Boehnlein, Markus Diefenthaler, Cristiano Fanelli +15

Advances in machine learning methods provide tools that have broad applicability in scientific research. These techniques are being applied across the diversity of nuclear physics…

physics.acc-ph2014

Transmission efficiency measurement at the FNAL 4-rod RFQ

J. -P. Carneiro, F. G. Garcia, J. -F Ostiguy +4

This paper presents measurements of the beam transmission performed on the 4-rod RFQ currently under operation at Fermilab. The beam current has been measured at the RFQ exit as a…