Kilean Hwang
Accelerator Physicist
Michigan, United States
Summary
👤
Senior🎓
Top SchoolKilean Hwang is an accelerator physicist with a decade of experience applying machine learning to beam dynamics and accelerator operations, currently working at the Facility for Rare Isotope Beams in Michigan. He combines deep academic training—a PhD in Accelerator Physics from Indiana University—with hands-on roles from postdoctoral research at Berkeley Lab to research at Indiana University Cyclotron Facility. Kilean focuses on translating advanced computational methods into practical tools for control and optimization of complex accelerator systems. His background in nonlinear kinematics and fringe field mapping gives him a rare mix of theoretical rigor and experimental acumen. Based in the U.S., he bridges physics research and ML engineering to accelerate discovery in rare isotope facilities.
11 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Accelerator Physics, Doctor of Philosophy - PhD, Accelerator Physics at Indiana University BloomingtonBachelor's degree, Physics, Bachelor's degree, Physics at Chung-Ang UniversityMaster's degree, Physics, Master's degree, Physics at Korea Advanced Institute of Science and Technology
English, Korean
Stackoverflow
89reputation
2kreached
1answer
4questions
Github Skills (15)
data-science7
python7
pytorch7
machine-learning7
fortran6
f2py6
overloading6
multiprocessing6
gfortran6
tkinter6
deep-learning6
option-type6
tensorflow6
optimization6
jax5
Programming languages (2)
Github contributions (5)
kilean20/Ri
Oct 2018 - Aug 2021
Contributions:134 pushes, 1 branch in 2 years 10 months
kilean20/MLproj
Oct 2020 - Sep 2021
Contributions:199 pushes, 2 branches in 11 months
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