Sungho Shin
University of Wisconsin-Madison
H-index: 11
North America-United States
Top articles of Sungho Shin
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Parallel interior-point solver for block-structured nonlinear programs on SIMD/GPU architectures | Optimization Methods and Software | François Pacaud Michel Schanen Sungho Shin Daniel Adrian Maldonado Mihai Anitescu | 2024/4/5 |
GPU-accelerated nonlinear model predictive control with ExaModels and MadNLP | arXiv preprint arXiv:2403.15913 | François Pacaud Sungho Shin | 2024/3/23 |
Globally Convergent Distributed Sequential Quadratic Programming with Overlapping Decomposition and Exact Augmented Lagrangian Merit Function | arXiv preprint arXiv:2402.17170 | Runxin Ni Sen Na Sungho Shin Mihai Anitescu | 2024/2/27 |
Constrained Policy Optimization for Stochastic Optimal Control under Nonstationary Uncertainties* | Sungho Shin François Pacaud Emil Contantinescu Mihai Anitescu | 2023/5/31 | |
Exploiting GPU/SIMD Architectures for Solving Linear-Quadratic MPC Problems* | David Cole Sungho Shin François Pacaud Victor M Zavala Mihai Anitescu | 2023/5/31 | |
Accelerating condensed interior-point methods on SIMD/GPU architectures | Journal of Optimization Theory and Applications | François Pacaud Sungho Shin Michel Schanen Daniel Adrian Maldonado Mihai Anitescu | 2023/2/13 |
Accelerating optimal power flow with gpus: Simd abstraction of nonlinear programs and condensed-space interior-point methods | arXiv preprint arXiv:2307.16830 | Sungho Shin François Pacaud Mihai Anitescu | 2023/7/31 |
Near-optimal distributed linear-quadratic regulator for networked systems | SIAM Journal on Control and Optimization | Sungho Shin Yiheng Lin Guannan Qu Adam Wierman Mihai Anitescu | 2023/6/30 |
Exponential decay of sensitivity in graph-structured nonlinear programs | SIAM Journal on Optimization | Sungho Shin Mihai Anitescu Victor M Zavala | 2022 |
A feasible reduced space method for real-time optimal power flow | Electric Power Systems Research | François Pacaud Daniel Adrian Maldonado Sungho Shin Michel Schanen Mihai Anitescu | 2022/11/1 |
Near-Optimal Performance of Stochastic Predictive Control | arXiv preprint arXiv:2210.08599 | Sungho Shin Sen Na Mihai Anitescu | 2022/10/16 |
On the convergence of overlapping Schwarz decomposition for nonlinear optimal control | IEEE Transactions on Automatic Control | Sen Na Sungho Shin Mihai Anitescu Victor M Zavala | 2022/7/26 |
A Julia Framework for Graph-Structured Nonlinear Optimization | Industrial & Engineering Chemistry Research | David L Cole Sungho Shin Victor M Zavala | 2022/6/21 |
Scalable Primal Decomposition Schemes for Large-Scale Infrastructure Networks | arXiv preprint arXiv:2212.11571 | Alexander Engelmann Sungho Shin François Pacaud Victor M Zavala | 2022/12/22 |
Condensed interior-point methods: porting reduced-space approaches on GPU hardware | arXiv preprint arXiv:2203.11875 | François Pacaud Sungho Shin Michel Schanen Daniel Adrian Maldonado Mihai Anitescu | 2022/3/22 |
A graph-based modeling abstraction for optimization: Concepts and implementation in plasmo. jl | Mathematical Programming Computation | Jordan Jalving Sungho Shin Victor M Zavala | 2022/12 |
Diffusing-horizon model predictive control | IEEE Transactions on Automatic Control | Sungho Shin Victor M Zavala | 2021/12/21 |
Controllability and Observability Imply Exponential Decay of Sensitivity in Dynamic Optimization | arXiv preprint arXiv:2101.06350 | Sungho Shin Victor M Zavala | 2021/1/16 |
Graph-Structured Nonlinear Programming: Properties and Algorithms | Sungho Shin | 2021 | |
Graph-based modeling and decomposition of energy infrastructures | IFAC-PapersOnLine | Sungho Shin Carleton Coffrin Kaarthik Sundar Victor M Zavala | 2021/1/1 |
Co-Authors
