Company: New Jersey Institute of Technology
Posted on: November 22, 2022
Jing Li - Assistant Professor
Conduct research on using reinforcement learning, deep learning,
and design automation technologies to automate the process of
electrical power converter design.
The candidate will (1) develop the fully-automated toolchain to
generate the power converter design to be optimized via the
reinforcement learning model; (2) perform research and development
in formulating the proper representations of converter designs for
the high-fidelity simulation and neural networks-based surrogate
model; (3) collect high-quality data using the high-fidelity
simulation and train the surrogate model to achieve good
performance; (4) write research papers and project reports; and (5)
attend project meetings and give research presentations.
Collaborate with PhD students and research associates in the
Must abide by the university's core values which include
excellence, integrity, civility, social responsibility, diversity
(1) MS and/or PhD degree in CS/ECE/EE. (2) Strong expertise and/or
publications in power converter design, graph neural networks,
and/or reinforcement learning.
At the university's discretion, the education and experience
prerequisites may be excepted where the candidate can demonstrate
to the satisfaction of the university, an equivalent combination of
education and experience specifically preparing the candidate for
success in the position.
Keywords: New Jersey Institute of Technology, Newark , Research Associate, Other , Newark, New Jersey
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