Concepedia

Seong Hyeon Hong

SH

Statistics

Publications

11

Citations

173

H-Index

10

Active since

2019

Affiliations

University of South Carolina(Current)

CFD Research Corporation (United States)

Florida Institute of Technology

Seong Hyeon Hong is an author at University of South Carolina specializing in engineering, computer engineering, and systems engineering.

Top concepts

EngineeringComputer EngineeringSystems EngineeringRoboticsMicrofluidicsBiomedical EngineeringModel Predictive ControlAutomationMechatronicsDeep Learning

Publications per year

2019–2023

11

Publications

11

Inverse design of microfluidic concentration gradient generator using deep learning and physics-based component model

Seong Hyeon Hong, Haizhou Yang, Yi Wang · Microfluidics and Nanofluidics · 2020 · 34 citations

Engineering, Physic Aware Machine Learning, Lab-on-a-chip +8

Surrogate-based optimization with adaptive sampling for microfluidic concentration gradient generator design

Haizhou Yang, Seong Hyeon Hong, Rei ZhG et al. · RSC Advances · 2020 · 18 citations · Full text

Numerical Analysis, Search Optimization, Large-scale Global Optimization +18

Physics-guided neural network and GPU-accelerated nonlinear model predictive control for quadcopter

Seong Hyeon Hong, Junlin Ou, Yi Wang · Neural Computing and Applications · 2022 · 18 citations

Nonlinear Control, Motion Control, Engineering +7

GPU-based Global Path Planning Using Genetic Algorithm with Near Corner Initialization

Junlin Ou, Seong Hyeon Hong, Paul Ziehl et al. · Journal of Intelligent & Robotic Systems · 2022 · 17 citations

Path Planning, Trajectory Planning, Robotics +8

Energy consumption auditing based on a generative adversarial network for anomaly detection of robotic manipulators

Ge Song, Seong Hyeon Hong, Tristan Kyzer et al. · Future Generation Computer Systems · 2023 · 17 citations

Artificial Intelligence, Energy Consumption, Robotic Systems +11

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