Yen-Chi (Samuel) Chen

Brookhaven National Laboratory

Computational Science Initiative
Bldg. 725
P.O. Box 5000
Upton, NY 11973-5000

ychen@bnl.gov

Expertise | Research | Education | Appointments | Publications

Expertise

• Quantum Computation and Quantum Information 

• Machine Learning 

Research Activities

• Quantum Reinforcement Learning 

• Quantum Machine Learning for High-Energy Physics 

• Machine Learning for Quantum Computing

• Adversarial Machine Learning 

Education

• Ph.D in Physics, National Taiwan University, 2020 

• M.D. in Medicine, National Taiwan University, 2016 

• B.S in Physics, National Taiwan University, 2016 

Professional Appointments

Brookhaven National Laboratory

Apr 2021 - present , Assistant Computational Scientist, Computational Science Initiative

Feb 2020 - Mar 2021, Sr Technology Analyst, Computational Science Initiative

Selected Publications

• Chen SY-C, Yang C-HH, Qi J, Chen P-Y, Ma X, Goan H-S (2020) Variational Quantum Circuits for Deep Reinforcement Learning. IEEE Access 8:141007–141024. doi: 10.1109/access.2020.3010470
• Chen SY-C, Yoo S (2021) Federated Quantum Machine Learning. Entropy 23:460. doi: 10.3390/e23040460