Scholarworks@UNIST: Browsing Repository

A Framework for Prognostics and Health Management Applications toward Smart Manufacturing Systems File

Shin, Insun , Lee, Junmin , Lee, Jun Young , Jung, Kyusung , Kwon, Daeil , Youn, Byeng D. , Jang, Hyun Soo , Choi, Joo-Ho

Article Issue Date2018-08 View60

A novel method for micropollutant quantification using deep learning and multi-objective optimization File

Yun, Daeun , Kang, Daeho , Jang, Jiyi , Angeles, Anne Therese , Pyo, JongCheol , Jeon, Junho , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2022-04 View50

A review on control and abatement of soil pollution by heavy metals: Emphasis on artificial intelligence in recovery of contaminated soil File

Gautam, Krishna , Sharma, Poonam , Dwivedi, Shreya , Singh, Amarnath , Gaur, Vivek Kumar , Varjani, Sunita , Srivastava, Janmejai Kumar , Pandey, Ashok , Chang, Jo-Shu , Ngo, Huu Hao

Article Issue Date2023-05 View61

A robust time-delay nonlinear controller for a pneumatic artificial muscle File

Ba, Dang Xuan , Ahn, Kyoung Kwan

Article Issue Date2018-01 View55

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

Lee, Wooryong , Kim, Jingook

Article Issue Date2019-10 View34

An Energy-Efficient, Unified CNN Accelerator for Real-Time Multi-Object Semantic Segmentation for Autonomous Vehicle File

Jung, Jueun , Kim, Seungbin , Jang, Wuyoung , Seo, Bokyoung , Lee, Kyuho Jason

Article Issue Date2024-05 View84

Autonomous calibration of EFDC for predicting chlorophyll-a using reinforcement learning and a real-time monitoring system File

Hong, Seok Min , Abbas, Ather , Kim, Soobin , Kwon, Do Hyuck , Yoon, Nakyung , Yun, Daeun , Lee, Sanguk , Pachepsky, Yakov , Pyo, Jongcheol , Cho, Kyung Hwa

Article Issue Date2023-10 View57

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 View117

Classification and mapping of paddy rice by combining Landsat and SAR time series data File File

Park, Seonyoung , Im, Jungho , Park, Seohui , Yoo, Cheolhee , Han, Hyangsun , Rhee, Jinyoung

Article Issue Date2018-03 View61

Deep-Learning-Based Algorithm for the Removal of Electromagnetic Interference Noise in Photoacoustic Endoscopic Image Processing File File

Gulenko, Oleksandra , Yang, Hyunmo , Kim, KiSik , Youm, Jin Young , Kim , Minjae , Kim, Yunho , Jung, Woonggyu , Yang, Joon-Mo

Article Issue Date2022-05 View109

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 View106

Distribution coefficient prediction using multimodal machine learning based on soil adsorption factors, XRF, and XRD spectrum data File

Na, Seongyeon , Jeong, Heewon , Kim, Ilgook , Hong, Seok Min , Shim, Jaegyu , Yoon, In-Ho , Cho, Kyung Hwa

Article Issue Date2024-10 View79

Drone-borne sensing of major and accessory pigments in algae using deep learning modeling File File

Pyo, JongCheol , Hong, Seok Min , Jang, Jiyi , Park, Sanghun , Park, Jongkwan , Noh, Jae Hoon , Cho, Kyung Hwa

Article Issue Date2022-01 View65

Energy Consumption Forecasting in Korea Using Machine Learning Algorithms File

Shin, Sun-Youn , Woo, Han-Gyun

Article Issue Date2022-07 View87

Enhancing flow rate prediction of the Chao Phraya River Basin using SWAT-LSTM model coupling File File

Phetanan, Kritnipit , Hong, Seok Min , Yun, Daeun , Lee, Jiye , Chotpantarat, Srilert , Jeong, Heewon , Cho, Kyung Hwa

Article Issue Date2024-06 View72

Enhancing the tree-boosting-based pedotransfer function for saturated hydraulic conductivity using data preprocessing and predictor importance using game theory File

Pham, Khanh , Won, Jongmuk

Article Issue Date2022-08 View33

Exploring the Influence of Induced Magnetic Fields and Double-Diffusive Convection on Carreau Nanofluid Flow through Diverse Geometries: A Comparative Study Using Numerical and ANN Approaches File File

Jakeer, Shaik , Reddy, Seethi Reddy Reddisekhar , Easwaramoorthy, Sathishkumar Veerappampalayam , Basha, Hayath Thameem , Cho, Jaehyuk

Article Issue Date2023-09 View43

Face recognition using kernel principal component analysis File

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

Article Issue Date2002-02 View67

Fine-Tuning of Predictive Models CNN-LSTM and CONV-LSTM for Nowcasting PM2.5 Level File File

Putri, Tafia Hasna , Caraka, Rezzy Eko , Toharudin, Toni , Kim, Yunho , Chen, Rung-Ching , Gio, Prana Ugiana , Sakti, Anjar Dimara , Pontoh, Resa Septiani , Pratiwi, Indah Reski , Nugraha, Farid Azhar Lutfi , et al

Article Issue Date2024-03 View92

Forest and Crop Leaf Area Index Estimation Using Remote Sensing: Research Trends and Future Directions File File

Xu, Jin , Quackenbush, Lindi J. , Volk, Timothy A. , Im, Jungho

Article Issue Date2020-09 View75

Improved Tropical Cyclone Track Simulation over the Western North Pacific using the WRF Model and a Machine Learning Method File

Kim, Kyoungmin , Yoon, Donghyuck , Cha, Dong-Hyun , Im, Jungho

Article Issue Date2023-06 View110

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 View21

Machine Learning for Object Recognition in Manufacturing Applications File

Yun, Huitaek , Kim, Eunseob , Kim, Dong Min , Park, Hyung Wook , Jun, Martin Byung-Guk

Article Issue Date2023-04 View63

Meteorological drought forecasting for ungauged areas based on machine learning: Using long-range climate forecast and remote sensing data File

Rhee, Jinyoung , Im, Jungho

Article Issue Date2017-05 View67

Nondestructive evaluation of elastic properties of concrete using simulation of surface waves File

Kim, Jae Hong , Kwak, Hyo-Gyoung

Article Issue Date2008-11 View84

Prediction of biogas production in anaerobic co-digestion of organic wastes using deep learning models File

Jeong, Kwanho , Abbas, Ather , Shin, Jingyeong , Son, Moon , Kim, Young Mo , Cho, Kyung Hwa

Article Issue Date2021-10 View61

Prediction of hardness and deformation using a 3-D thermal analysis in laser hardening of AISI H13 tool steel File

Oh, Sehyeok , Ki, Hyungson

Article Issue Date2017-07 View62

Recent Developments and Challenges on Machining of Carbon Fiber Reinforced Polymer Composite Laminates File

Seo, Jaewoo , Kim, Do Young , Kim, Dong Chan , Park, Hyung Wook

Article Issue Date2021-12 View58

Reducing data requirement for accurate photovoltaic power prediction using hybrid machine learning-physical model on diverse dataset File

Syauqi, Ahmad , Eldi, Gian Pavian , Andika, Riezqa , Lim, Hankwon

Article Issue Date2024-09 View81

Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output File File

Park, Sumin , Im, Jungho , Han, Daehyeon , Rhee, Jinyoung

Article Issue Date2020-11 View98

The time for revolutionizing small modular reactors: Cost reduction strategies from innovations in operation and maintenance File

Jin, Ik Jae , Bang, In Cheol

Article Issue Date2024-09 View105

Using transformer and a reweighting technique to develop a remaining useful life estimation method for turbofan engines File

Kim, Gyeongho , Choi, Jae Gyeong , Lim, Sunghoon

Article Issue Date2024-07 View60

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