Scholarworks@UNIST: Browsing Repository

2023 Roadmap on molecular modelling of electrochemical energy materials File

Zhang, Chao , Cheng, Jun , Chen, Yiming , Chan, Maria K. Y. , Cai, Qiong , Carvalho, Rodrigo P. , Marchiori, Cleber F. N. , Brandell, Daniel , Araujo, C. Moyses , Chen, Ming , et al

Article Issue Date2023-10 View60

A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun

Article Issue Date2022-11 View112

A development of a graph-based ensemble machine learning model for skin sensitization hazard and potency assessment File

Jeon, Byoungjun , Lim, Min Hyuk , Choi, Tae Hyun , Kang, Byeong-Cheol , Kim, Sungwan

Article Issue Date2022-11 View75

A machine learning approach to discover migration modes and transition dynamics of heterogeneous dendritic cells File File

Song, Taegeun , Choi, Yongjun , Jeon, Jae-Hyung , Cho, Yoon-Kyoung

Article Issue Date2023-04 View80

A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data File File

Han, Daehyeon , Lee, Juhyun , Im, Jungho , Sim, Seongmun , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2019-06 View95

A Study on Facial Expression Change Detection Using Machine Learning Methods with Feature Selection Technique File File

Sung, Sang-Ha , Kim, Sangjin , Park, Byung-Kwon , Kang, Do-Young , Sul, Sunhae , Jeong, Jaehyun , Kim, Sung-Phil

Article Issue Date2021-09 View58

Accelerating Optimal Experimental Design for Robust Synchronization of Uncertain Kuramoto Oscillator Model Using Machine Learning File

Woo, Hyun-Myung , Hong, Youngjoon , Kwon, Bongsuk , Yoon, Byung-Jun

Article Issue Date2021-11 View80

Accuracy Investigation of a Neuromorphic Machine Learning System Due to Electromagnetic Noises Using PEEC Model File

Lee, Wooryong , Kim, Jingook

Article Issue Date2019-10 View35

Accurate prediction of the particle image velocimetry flow field and rotor thrust using deep learning File

Oh, Sehyeok , Lee, Seungcheol , Son, Myeonggyun , Kim, Jooha , Ki, Hyungson

Article Issue Date2022-03 View102

Adapting to Unknown Conditions in Learning-Based Mobile Sensing File

Gong, Taesik , Kim, Yeonsu , Choi, Ryuhaerang , Shin, Jinwoo , Lee, Sung-Ju

Article Issue Date2022-10 View44

Air Quality Forecasts Improved by Combining Data Assimilation and Machine Learning With Satellite AOD File

Lee, Seunghee , Park, Seohui , Lee, Myong-In , Kim, Ganghan , Im, Jungho , Song, Chang-Keun

Article Issue Date2022-01 View81

Al-Doping Driven Suppression of Capacity and Voltage Fadings in 4d-Element Containing Li-Ion-Battery Cathode Materials: Machine Learning and Density Functional Theory File

Ha, Miran , Hajibabaei, Amir , Kim, Dong Yeon , Singh, Aditya Narayan , Yun, Jeonghun , Myung, Chang Woo , Kim, Kwang S.

Article Issue Date2022-08 View72

Analytical Modeling of Human Choice Complexity in a Mixed Model Assembly Line Using Machine Learning-Based Human in the Loop Simulation File File

Busogi, Moise , Kim, Namhun

Article Issue Date2017-05 View74

Application of Machine Learning Techniques in Injection Molding Quality Prediction: Implications on Sustainable Manufacturing Industry File File

Jung, Hail , Jeon, Jinsu , Choi, Dahui , Park, Jung-Ywn

Article Issue Date2021-04 View42

Arctic Sea Ice Thickness Estimation from CryoSat-2 Satellite Data Using Machine Learning-Based Lead Detection File File

Lee, Sanggyun , Im, Jungho , Kim, Jinwoo , Kim, Miae , Shin, Minso , Kim, Hyun-cheol , Quackenbush, Lindi J.

Article Issue Date2016-09 View66

Artificial Neural Network-Based Compact Modeling Methodology for Advanced Transistors File

Wang, Jing , Kim, Yo-Han , Ryu, Jisu , Jeong, Changwook , Choi, Woosung , Kim, Daesin

Article Issue Date2021-03 View80

Assessment of COVID-19 effects on satellite-observed aerosol loading over China with machine learning File File

Andersen, Hendrik , Cermak, Jan , Stirnberg, Roland , Fuchs, Julia , Kim, Miae , Pauli, Eva

Article Issue Date2021-01 View50

Bridging TCAD and AI: Its Application to Semiconductor Design File

Jeong, Changwook , Myung, Sanghoon , Huh, In , Choi, Byungseon , Kim, Jinwoo , Jang, Hyunjae , Lee, Hojoon , Park, Daeyoung , Lee, Kyuhun , Jang, Wonik , et al

Article Issue Date2021-11 View121

Challenges, Opportunities, and Prospects in Metal Halide Perovskites from Theoretical and Machine Learning Perspectives File

Myung, Chang Woo , Hajibabaei, Amir , Cha, Ji-Hyun , Ha, Miran , Kim, Junu , Kim, Kwang S.

Article Issue Date2022-12 View73

Computational Analysis of Performance in Perovskite and Tandem Solar Cells File File

Lee, SeungUn

Thesis Issue Date2025-02 View19

Consistency Index-Based Sensor Fault Detection System for Nuclear Power Plant Emergency Situations Using an LSTM Network File File

Choi, Jeonghun , Lee, Seung Jun

Article Issue Date2020-03 View51

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning File

Kim, Hyunjun , Ahn, Eunjong , Shin, Myoungsu , Sim, Sung-Han

Article Issue Date2019-05 View64

Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2020-11 View108

Development of a Novel Prognostic Model to Predict 6-Month Swallowing Recovery After Ischemic Stroke File File

Lee, Woo Hyung , Lim, Min Hyuk , Seo, Han Gil , Seong, Min Yong , Oh, Byung-Mo , Kim, Sungwan

Article Issue Date2020-02 View57

Development of ensemble machine learning models for evaluating seismic demands of steel moment frames File

Nguyen, Hoang D. , Kim, JunHee , Shin, Myoungsu

Article Issue Date2022-07 View65

Development of Machine Learning Models Predicting Estimated Blood Loss during Liver Transplant Surgery File File

Park, Sujung , Park, Kyemyung , Lee, Jae Geun , Choi, Tae Yang , Heo, Sungtaik , Koo, Bon-Nyeo , Chae, Dongwoo

Article Issue Date2022-07 View103

Direct energy deposition for smart micro reactor File File

Kim, Hayeol , Seo, Junyoung , Baek, Adrian Matias Chung , Shin, Woo Yeong , Jeon, Hongryung , Moon, Seung Ki , Kim, Hyungmo , Kim, Namhun , Jung, Im Doo

Article Issue Date2024-12 View62

Downscaling of MODIS One kilometer evapotranspiration using Landsat-8 data and machine learning approaches File File

Ke, Yinghai , Im, Jungho , Park, Seonyoung , Gong, Huili

Article Issue Date2016-03 View51

Downskin Surface Roughness Prediction with Machine Learning for As-Built CM247LC Fabricated Via Powder Bed Fusion with a Laser Beam File

Koo, Jageon , Lee, Seungjae , Baek, Adrian Matias Chung , Park, Eunju , Kim, Namhun

Article Issue Date2024-08 View72

DXplorer: A Unified Visualization Framework for Interactive Dendritic Spine Analysis Using 3D Morphological Features File

Choi, JunYoung , Lee, Sang-Eun , Lee, YeIn , Cho, Eunji , Chang, Sunghoe , Jeong, Won-Ki

Article Issue Date2023-02 View81

Dynamic Pore Modulation of Stretchable Electrospun Nanofiber Filter for Adaptive Machine Learned Respiratory Protection File

Shin, Jaeho , Jeong, Seongmin , Kim, Jinmo , Choi, Yun Young , Choi, Joonhwa , Lee, Jae Gun , Kim, Seongyoon , Kim, Munju , Rho, Yoonsoo , Hong, Sukjoon , et al

Article Issue Date2021-10 View55

Enhancing Satellite-Based Wildfire Monitoring: Advanced Contextual Model Using Environmental and Structural Information File

Sung, Taejun , Kang, Yoojin , Im, Jungho

Article Issue Date2024-06 View56

Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data File File

Jang, Eunna , Im, Jungho , Park, Geun-Ha , Park, Young-Gyu

Article Issue Date2017-08 View64

Estimation of TROPOMI-derived Ground-level SO2 Concentrations Using Machine Learning Over East Asia File File

Choi, Hyunyoung , Kang, Yoojin , Im, Jungho

Article Issue Date2021-04 View87

Face recognition using kernel principal component analysis File

Kim, Kwang In , Jung, Keechul , Kim, Hang Joon

Article Issue Date2002-02 View68

Face recognition using support vector machines with local correlation kernels File

Kim, Kwang In , Kim, Jin Hyung , Jung, Keechul

Article Issue Date2002-02 View56

Forecast the Exacerbation in Patients of Chronic Obstructive Pulmonary Disease with Clinical Indicators Using Machine Learning Techniques File File

Hussain, Ali , Choi, Hee-Eun , Kim, Hyo-Jung , Aich, Satyabrata , Saqlain, Muhammad , Kim, Hee-Cheol

Article Issue Date2021-05 View61

Green mobility solutions: Economic and environmental analysis of fuel cell electric vehicle and battery electric vehicle with used battery utilization strategies File

Cheon, Seunghyun

Thesis Issue Date2025-02 View27

Grid-Based Bayesian Bootstrap Approach for Real-Time Detection of Abnormal Vessel Behaviors From AIS Data in Maritime Logistics File

Oh, YongKyung , Kim, Sungil

Article Issue Date2024-10 View97

High quality large-scale nickel-rich layered oxides precursor co-precipitation via domain adaptation-based machine learning File

Seo, Junyoung , Kim, Taekyeong , You, Kisung , Moon, Youngmin , Bang, Jina , Kim, Waunsoo , Jeon, Il , Jung, Im Doo

Article Issue Date2025-05 View33

High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension File File

Jung, Sihun , Yoo, Cheolhee , Im, Jungho

Article Issue Date2022-02 View59

Hydrogenated Graphene with Tunable Poisson's Ratio Using Machine Learning: Implication for Wearable Devices and Strain Sensors File

Ho, Viet Hung , Nguyen, Cao Thang , Nguyen, Hoang D. , Oh, Hyun Suk , Shin, Myoungsu , Kim, Sung Youb

Article Issue Date2022-08 View79

Icing detection over East Asia from geostationary satellite data using machine learning approaches File File

Sim, Seongmun , Im, Jungho , Park, Sumin , Park, Haemi , Ahn, Myoung Hwan , Chan, Pak-wai

Article Issue Date2018-04 View75

Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation File File

Sim, Seongmun , Im, Jungho

Article Issue Date2023-08 View60

Improving chlorophyll-a estimation using Sentinel-2 data: a comparative analysis of augmented datasets File

Lee, Jinmyeong , Kwon, Do Hyuck , Jeong, Heewon , Nam, Gibeom , Hwang, Euiho , Kim, Jin Hwi , Cho, Kyung Hwa , Kim, Hyo Gyeom

Article Issue Date2025-12 View23

Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data File File

Lee, Junghee , Im, Jungho , Kim, Kyungmin , Quackenbush, Lindi J.

Article Issue Date2018-05 View60

Machine learning model for estimating ground-level ozone based on himawari-8 TOA reflectance in Korea File

Beatty, Audrieauna

Thesis Issue Date2024-02 View67

Machine Learning Models for Low Back Pain Detection and Factor Identification: Insights From a 6-Year Nationwide Survey File

Bhak, Youngmin , Ahn, Tae-Keun , Peterson, Thomas A. , Han, Hyun Wook , Nam, Sang Min

Article Issue Date2024-08 View102

Machine Learning-Assisted Fabrication of PCBM-Perovskite Solar Cells with Nanopatterned TiO2 Layer File

Sanimu, Siti Norhasanah , Yang, Hwa-Young , Kandel, Jeevan , Moon, Ye-Chong , Sharma Gaudel, Gangasagar , Yu, Seung-Ju , Kim, Yong Ju , Kim, Sejung , Jun, Bong-Hyun , Rho, Won-Yeop

Article Issue Date2024-07 View45

Machine Learning-Based System for Heat-Resistant Analysis of Car Lamp Design File

Choi, Hyebong , Shin, Joel , Kim, Jeongho , Yoon, Samuel , Park, Hyeonmin , Cho, Hyejin , Jung, Jiyoung

Article Issue Date2024-08 View54

Machine-learning models to predict P-and S-wave velocity profiles for Japan as an example File File

Kim, Jisong , Kang, Jae-Do , Kim, Byungmin

Article Issue Date2023-10 View72

ML-Driven Compact Models for RRAMs: Addressing Variability and Simulation Efficiency File

Hong, Giyong , Huh, In , You, Joo Hyung , Choe, Jae Myung , Kim, Younggu , Jeong, Changwook

Article Issue Date2025-05 View20

Monitoring Coastal Chlorophyll-a Concentrations in Coastal Areas Using Machine Learning Models File File

Kwon, Yong Sung , Baek, Seung Ho , Lim, Young Kyun , Pyo, JongCheol , Ligaray, Mayzonee , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-08 View68

Optimal Management Strategy for Salt Adsorption Capacity in Machine Learning-Based Flow-Electrode Capacitive Deionization Process File

Yu, Sung Il , Jeon, Junbeom , Shin, Yong-Uk , Bae, Hyokwan

Article Issue Date2024-08 View63

Predicting Frost Depth of Soils in South Korea Using Machine Learning Techniques File

Choi, Hyun-Jun , Kim, Sewon , Kim, YoungSeok , Won, Jongmuk

Article Issue Date2022-08 View53

Predicting photoresist sensitivity using machine learning File

Ghule, Balaji G. , Kim, Minkyeong , Jang, Ji-Hyun

Article Issue Date2023-11 View77

Predicting test results based on design factors for AI (Machine Learning) File

An, Jaesung

Thesis Issue Date2025-02 View21

Predicting the Properties of High-Performance Epoxy Resin by Machine Learning Using Molecular Dynamics Simulations File File

Choi, Joohee , Kang, Haisu , Lee, Ji Hee , Kwon, Sung Hyun , Lee, Seung Geol

Article Issue Date2022-07 View43

Prediction of Chronic Periodontitis Severity Using Machine Learning Models Based On Salivary Bacterial Copy Number File File

Kim, Eun-Hye , Kim, Seunghoon , Kim, Hyun-Joo , Jeong, Hyoung-oh , Lee, Jaewoong , Jang, Jinho , Joo, Ji-Young , Shin, Yerang , Kang, Jihoon , Park, Ae Kyung , et al

Article Issue Date2020-11 View93

Prediction of Lap Shear Strength and Impact Peel Strength of Epoxy Adhesive by Machine Learning Approach File File

Kang, Haisu , Lee, Ji Hee , Choe, Youngson , Lee, Seung Geol

Article Issue Date2021-04 View61

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