Welcome to the Shin Group website! We are excited to announce our official launch in the Fall 2024 at the Chemical Engineering Department of the Massachusetts Institute of Technology.

Join Us!

We are actively seeking talents to join our research group. Positions are open for postdocs, PhD students, and undergraduates, beginning in the Fall of 2024.

Read more about open positions >>

Research Overview

Our research group is dedicated to tackling the mathematical, computational, and practical challenges involved in making systematic decisions in complex systems. We strive to make contributions in the fields of mathematical optimization, control theory, machine learning, process systems engineering, and energy systems.

Here are some of our specific research interests:

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Recent News

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Selected Publications

  • S. Shin, M. Anitescu, and V. M. Zavala. Exponential decay of sensitivity in graph-structured nonlinear programs. SIAM Journal on Optimization, 32(2):1156--1183, 2022. [ DOI | arXiv ]
  • S. Shin, Y. Lin, G. Qu, A. Wierman, and M. Anitescu. Near-optimal distributed linear-quadratic regulator for networked systems. SIAM Journal on Control and Optimization, 61(3):1113--1135, 2023. [ DOI | arXiv ]
  • S. Shin, F. Pacaud, and M. Anitescu. Accelerating optimal power flow with GPUs: SIMD abstraction of nonlinear programs and condensed-space interior-point methods. [ arXiv ]
See more publications >>