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Jae Woong Chung

Korea Advanced Institute of Science and Technology · Engineering

About the Lab

Professor Jae Woong Chung's research lab specializes in advanced materials and intelligent systems, focusing on sustainable energy solutions, smart drug delivery systems, and next-generation wireless communication technologies. The lab explores bio-inspired enzymatic systems like cellulosomes for efficient biomass conversion, develops stimuli-responsive microgels for controlled drug release, and applies deep reinforcement learning and reconfigurable intelligent surfaces to optimize wireless networks and IoT systems. Research spans from fundamental biological mechanisms to applied engineering solutions, emphasizing sustainability, precision control, and system-level optimization.

cellulosomesstimuli-responsive microgelsreconfigurable intelligent surfacesdeep reinforcement learningmulti-energy systems

Research Overview

Papers
18
Total Citations
59
Papers (5y)
14
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
14total
2021
2022
2023
2024
2025
Citations per year (5y)
40total
20212022202320242025

Selected Papers

15
1
Article|25 citations·2022
Engineering properties of soil-based controlled low-strength materials made from local red mud and silty soil
Linhao Wang, Wenkui Feng, Samuel Aires Master Lazaro, Xiangyu Li, Cheng Yin, Zhichao Wang
SJR Q1Construction and Building Materials
Mechanical EngineeringEngineering
2
Article|19 citations·2018
Function analysis of 5′-UTR of the cellulosomal xyl-doc cluster in Clostridium papyrosolvens
Xia Zou, Zhenxing Ren, Na Wang, Cheng Yin, Yuanyuan Jiang, Yan Wang, Chenggang Xu
Biotechnology for BiofuelsOA

Anaerobic, mesophilic, and cellulolytic Clostridium papyrosolvens produces an efficient cellulolytic extracellular complex named cellulosome that hydrolyzes plant cell wall polysaccharides into simple sugars. Its genome harbors two long cellulosomal clusters: cip-cel operon encoding major cellulosome components (including scaffolding) and xyl-doc gene cluster encoding hemicellulases. Compared with works on cip-cel operon, there are much fewer studies on xyl-doc mainly due to its rare location in

Biomedical EngineeringEngineering
3
Article|4 citations·2023
Modifying Porous Bacterial Cellulose with Chondroitin Sulfate/Gelatin for Improved Biocompatibility
Honglin Luo, Cheng Yin, Bingbing Zhong, Wei Li, Zhiwei Yang, Hongmin Zhu, Yuliang Zhan, Xinyong Cai, Kaijing Ren, Quanchao Zhang, Yizao Wan
SJR Q2Fibers and Polymers
BiomaterialsMaterials Science
4
Preprint|4 citations·2021
Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications
Khoi Khac Nguyen, Antonino Masaracchia, Cheng Yin, Long D. Nguyen, Octavia A. Dobre, Trung Q. Duong
arXiv (Cornell University)OA

In this paper, we propose a deep reinforcement learning (DRL) approach for solving the optimisation problem of the network's sum-rate in device-to-device (D2D) communications supported by an intelligent reflecting surface (IRS). The IRS is deployed to mitigate the interference and enhance the signal between the D2D transmitter and the associated D2D receiver. Our objective is to jointly optimise the transmit power at the D2D transmitter and the phase shift matrix at the IRS to maximise the netwo

Electrical and Electronic EngineeringEngineering
5
Article|3 citations·2022
Smart-Temporary-Film-Based Local-Delivery System with Controllable Drug-Release Behavior
Denghang Xie, Huiwen Wang, Cheng Yin, Mengxia Peng, Haiyong Ao, Jian Hu, Yizao Wan, Quanchao Zhang
SJR Q1GelsOA

The development of a simple local drug-delivery system that exhibits the advantages of macro- and microscale carriers with controllable drug-release behavior is still highly desired. Herein, in this work, a smart temporary film was prepared from doxorubicin (DOX)-loaded shape-memory microgels via a simple hot-compression programming method. The temporary film showed a very smooth surface and easy handing, as well as macroscopy mechanical properties, which could disintegrate into the microgels wi

Mechanical EngineeringEngineering
6
Article|3 citations·2022
A Stretchable and Helically Structured Fiber Nanogenerator for Multifunctional Electronic Textiles
Fei Wu, Binxu Lan, Cheng Yin, Yi Zhou, Gaffar Hossain, Günter Grabher, Liangjing Shi, Ranran Wang, Jing Sun
SSRN Electronic JournalOA
Biomedical EngineeringEngineering
7
Article|1 citations·2022
Scalable, Stretchable and Washable Triboelectric Fibers for Self-Powering Human-Machine Interaction and Cardiopulmonary Resuscitation Training
Binxu Lan, Fei Wu, Cheng Yin, Yi Zhou, Gaffar Hossain, Günter Grabher, Liangjing Shi, Ranran Wang, Jing Sun
SSRN Electronic JournalOA
Biomedical EngineeringEngineering
8
Article|0 citations·2022
Path extraction algorithm of orchard visual navigation based on scene dynamic weighted fusion
Cheng Yin, Zenghong Ma, Xiaoqiang Du, GuoFeng Zhang -, Gaohong Yu, Wei Zeng
2022 Houston, Texas July 17-20, 2022

<b><sc>Abstract.</sc></b> Aiming at the problems that visual navigation system faces complex image background and many interference factors in orchard environment, this paper proposed an orchard navigation path extraction algorithm based on scene dynamic weighted fusion. Firstly, the orchard image was pitch collected by a camera on rack, and the original image was converted to HSV space. The image was preliminarily segmented according to predefined threshold. After median filtering and morpholog

Atmospheric ScienceEarth and Planetary Sciences
9
Article|0 citations·2023
A Multi Agent Trading Method for Building Complex Considering the Characteristics of Heating Network
Xiaofei Li, Xiong Wu, Ziyu Zhang, Heng Zhang, Yan Zhao, Cheng Yin

The change in global energy consumption patterns and the accelerated urbanization process make buildings gradually the main energy consumption terminal, and the energy management from the building micro-grid terminal helps to realize energy savings and emission reduction. The article first establishes a model of independent preoperational scheduling of building groups and a model of cooperative pre-operational scheduling of building groups, considering the characteristics of heat networks to min

Electrical and Electronic EngineeringEngineering
10
Article|0 citations·2022
Optimal design and simulation of intra-row weeding end-effector in paddy field
Hailin Lai, Zenghong Ma, Xiaoqiang Du, L. Sun, Wei Zeng, Cheng Yin
2022 Houston, Texas July 17-20, 2022

<b><sc>Abstract.</sc></b> Mechanical weeding can reduce the agriculture eco-environment pollution caused by the large-scale use of herbicides. In mechanical weeding operation, structure and working parameters of the weeding end-effector are crucial to weeding effect. A kind of multi-finger weeding end-effector was designed in this paper for intra-row weeding in paddy fields, which mainly includes four parts: flexible finger disc, stiff finger disc, rotation axis and rack. Then an interaction mod

Civil and Structural EngineeringEngineering
11
Article|0 citations·2021
Generalized Power Flow Algorithm for Multi-energy Flow New Distribution Network
Qiyou Lin, XiaoXin Shu, XiaoDie Niu, Yanbin Chen, Cheng Yin, Dan Zhou
2021 2nd International Conference on Artificial Intelligence and Computer Engineering (ICAICE)

In order to solve the problem that traditional power flow calculation methods are no longer suitable for the multi-energy new flow distribution network, a mixed power flow calculation method based on the sequential solution method is proposed in this paper. First, the operating characteristics of the distributed energy sources in the distribution network are analyzed and the corresponding mathematical models are established; second, the operating characteristics and coupling relationships of the

Electrical and Electronic EngineeringEngineering
12
Article|0 citations·2025
RIS-Empowered Coexistence Between Self-Sustainable IoT and Radar Networks
Ruotong Zhu, Zheng Chu, Chiew Foong Kwong, David Chieng, Cheng Yin, Sunish Kumar Orappanpara Soman

This paper investigates the coexistence of a selfsustainable Internet of Things (IoT) network and a multiantenna radar system operating in a shared frequency band, empowered by a reconfigurable intelligent surface (RIS). A novel joint optimization framework is proposed to maximize the throughput of the IoT network while ensuring the reliability of radar detection. The formulation jointly considers RIS phaseshift design, radar signal covariance, and time scheduling. To begin with, we employ the L

Electrical and Electronic EngineeringEngineering
13
Article|0 citations·2010
Research on the Application of the Asphalt Smoke Decontamination Technique
Cheng Yin

The asphaltum fume caused by carbon production pollutes the environment seriously.It is a difficult and urgent technique problem for the enterprises to deal with.The paper focuses on the research of the calcining kiln fume cleaning technique applied in an enterprise by merging the use of electrostatic cleaner and the heat pipe exchanger together.The result shows that this technique could avoid making the asphalt recycler jammed.The new method of cleaning the fume,can make the soot concentration

Control and Systems EngineeringEngineering
14
Article|0 citations·2013
Clinical control study on MiTLIF and open-TLIF for treatment of lumber degenerative diseases
Dongdong Zhao, Qi Wang, Cheng Yin, Hailong Feng
SJR Q4Zhonghua shenjing waike zazhi

Objective To investigate the clinical outcomes and complications of minimally invasive transforaminal lumber interbody fusion (MiTLIF) and open-TLIF for lumber degenerative diseases.Methods Between March,2010 and June,2012,75 patients of lumber degenerative diseases were operated in neurosurgical department of Sichuan Provincial People,s Hospital.MiTLIF and open-TLIF was performed in 32 and 43 patients,respectively.MiTLIF was done by using expandable working tubes (Quadrant)and percutaneous pedi

Biomedical EngineeringEngineering
15
Article|0 citations·2022
Application of improved DFD method based on finite element theory in detection of depth information of tactile sensing
Wei Zeng, Zenghong Ma, Xiaoqiang Du, Leiying He, Hailin Lai, Cheng Yin
2022 Houston, Texas July 17-20, 2022

<b><sc>Abstract.</sc></b> Current traditional tactile sensors based on the principles of capacitance or piezoelectricity have complex structures and difficulty in obtaining tactile information. A tactile sensor is introduced which can measure depth information through vision in this paper. The tactile sensor is mainly composed of an elastomer embedded with marker point array, a transparent acrylic plate, 8 LED lamps and a micro monocular camera. The elastomer deforms when the tactile sensor touc

Industrial and Manufacturing EngineeringEngineering

Research Areas

Electrical and Electronic EngineeringMechanical EngineeringBiomedical EngineeringBiomaterialsCivil and Structural EngineeringControl and Systems Engineering

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