Researcher Page

Park, Jinkyoo (박진규)
부교수, (산업및시스템공학과)
Research Area
Data-driven optimization and control, Monitoring systems using sensor network, Optimal operation of smart-grid system
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks

    Jung, Jiyoung; Park, Kundo; Cho, Byungjin; et al, JOURNAL OF INTELLIGENT MANUFACTURING, v.34, no.8, pp.3623 - 3636, 2023-12

    A recommending system for mobile games using the dynamic nonparametric model

    Bae, Joonho; Park, Jinkyoo; Choi, Jeonghye; et al, JOURNAL OF BUSINESS RESEARCH, v.167, 2023-11

    Multi-objective Bayesian optimization for the design of nacre-inspired composites: optimizing and understanding biomimetics through AI

    Park, Kundo; Song, Chihyeon; Park, Jinkyoo; et al, MATERIALS HORIZONS, v.10, no.10, pp.4329 - 4343, 2023-10

    Congestion-aware dynamic routing for an overhead hoist transporter system using a graph convolutional gated recurrent unit

    Ahn, Kyuree; Lee, Kanghoon; Yeon, Juneyoung; et al, IISE TRANSACTIONS, v.54, no.8, pp.803 - 816, 2022-08

    Scalable Inference for Hybrid Bayesian Hidden Markov Model Using Gaussian Process Emission

    Jung, Yohan; Park, Jinkyoo, JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, v.31, no.3, pp.666 - 683, 2022-07

    Transfer learning for enhancing the homogenization-theory-based prediction of elasto-plastic response of particle/short fiber-reinforced composites

    Jung, Jiyoung; Kim, Yongtae; Park, Jinkyoo; et al, COMPOSITE STRUCTURES, v.285, 2022-04

    Designing staggered platelet composite structure with Gaussian process regression based Bayesian optimization

    Park, Kundo; Kim, Youngsoo; Kim, Minki; et al, COMPOSITES SCIENCE AND TECHNOLOGY, v.220, 2022-03

    Learning Stochastic Optimal Policies via Gradient Descent

    Massaroli, Stefano; Poli, Michael; Peluchetti, Stefano; et al, IEEE CONTROL SYSTEMS LETTERS, v.6, pp.1094 - 1099, 2022

    Transferable traffic signal control: Reinforcement learning with graph centric state representation

    Yoon, Jinwon; Ahn, Kyuree; Park, Jinkyoo; et al, TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, v.130, 2021-09

    Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning

    Park, Junyoung; Chun, Jaehyeong; Kim, Sang Hun; et al, INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v.59, no.11, pp.3360 - 3377, 2021-06

    Wind Field-Based Short-Term Turbine Response Forecasting by Stacked Dilated Convolutional LSTMs

    Woo, Seongcheol; Park, Junyoung; Park, Jinkyoo; et al, IEEE Transactions on Sustainable Energy, v.11, no.4, pp.2294 - 2304, 2020-10

    Demand-Side Management with Shared Energy Storage System in Smart Grid

    Jo, Jaeyeon; Park, Jinkyoo, IEEE Transactions on Smart Grid, v.11, no.5, pp.4466 - 4476, 2020-09

    Count-based change point detection via multi-output log-Gaussian Cox processes

    Bae, Joonho; Park, Jinkyoo, IISE TRANSACTIONS, v.52, no.9, pp.998 - 1013, 2020-09

    Contextual Bayesian optimization with trust region (CBOTR) and its application to cooperative wind farm control in region 2

    Park, Jinkyoo, Sustainable Energy Technologies and Assessments, v.38, 2020-04

    Hierarchical Anomaly Detection Using a Multioutput Gaussian Process

    Cho, Woojin; Kim, Youngrae; Park, Jinkyoo, IEEE Transactions on Automation Science and Engineering, v.17, no.1, pp.261 - 272, 2020-01

    Physics-induced graph neural network: An application to wind-farm power estimation

    Park, Junyoung; Park, Jinkyoo, Energy, v.187, 2019-11

    A Data Processing Pipeline for Prediction of Milling Machine Tool Condition from Raw Sensor Data

    Ferguson, M.; Bhinge, R.; Park, Jinkyoo; et al, SMART AND SUSTAINABLE MANUFACTURING SYSTEMS, v.2, no.1, pp.40 - 63, 2018-10

    강화학습을 이용한 이종 장비 토목 공정 계획

    지민기; 박준건; 김도형; et al, 한국시뮬레이션학회 논문지, v.27, no.1, pp.1 - 13, 2018-03

    A Data-Driven, Cooperative Approach for Wind Farm Control: A Wind Tunnel Experimentation

    Park, Jinkyoo; Kwon, Soon-Duck; Law, Kincho, ENERGIES, v.10, no.7, 2017-07

    Toward a Generalized Energy Prediction Model for Machine Tools

    Bhinge, Raunak; Park, Jinkyoo; Law, Kincho H.; et al, JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, v.139, no.4, 2017-04

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