Scholarworks@UNIST: Browsing Repository

A convolutional neural network model for abnormality diagnosis in a nuclear power plant File

Lee, Gyumin , Lee, Seung Jun , Lee, Changyong

Article Issue Date2021-02 View324

A convolutional neural network model for SOH estimation of Li-ion batteries with physical interpretability File

Lee, Gyumin , Kwon, Daeil , Lee, Changyong

Article Issue Date2023-04 View134

A convolutional neural network regression for quantifying cyanobacteria using hyperspectral imagery File

Pyo, JongCheol , Duan, Hongtao , Baek, Sangsoo , Kim, Moon Sung , Jeon, Taegyun , Kwon, Yong Sung , Lee, Hyuk , Cho, Kyung Hwa

Article Issue Date2019-11 View200

A deep-learning-based tree species classification for natural secondary forests using unmanned aerial vehicle hyperspectral images and LiDAR File File

Ma, Ye , Zhao, Yuting , Im, Jungho , Zhao, Yinghui , Zhen, Zhen

Article Issue Date2024-02 View132

A novel approach to estimate sand particle-size using convolutional neural network with acoustic sensing File

Sung, Yeongho , Lim, Hae Gyun , Kim, Jang Keon , Won, Jongmuk , Choi, Hangseok

Article Issue Date2024-01 View148

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 View178

Advancing image inpainting efficiency: An exploration of pixel and channel split operations File

Choo, Youngjun , Baek, Adrian Matias Chung , Kim, Namhun

Article Issue Date2024-11 View173

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 View153

Automated classification of clay suspension using acoustic sensing combined with convolutional neural network File

Lim, Hae Gyun , Sung, Yeongho , Jeong, Hye Yun , Kim, Jang Keon , Joo, Incheol , Won, Jongmuk

Article Issue Date2023-11 View179

Classification of impinging jet flames using convolutional neural network with transfer learning File

Lee, Minwoo , Yoon, Sangwoong , Kim, Juhan , Wang, Yuangang , Lee, Keeman , Park, Frank Chongwoo , Sohn, Chae Hoon

Article Issue Date2022-03 View13

Comparative efficiency of the SWAT model and a deep learning model in estimating nitrate loads at the Tuckahoe creek watershed, Maryland File

Lee, Jiye , Kim, Dongho , Hong, Seokmin , Yun, Daeun , Kwon, Dohyuck , Hill, Robert L. , Gao, Feng , Zhang, Xuesong , Cho, Kyung Hwa , Lee, Sangchul , et al

Article Issue Date2024-12 View167

Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images File

Yoo, Cheolhee , Han, Daehyeon , Im, Jungho , Bechtel, Benjamin

Article Issue Date2019-11 View142

Cost-effective stochastic MAC circuits for deep neural networks File

Sim, Hyeonuk , Lee, Jongeun

Article Issue Date2019-09 View110

Deep learning with data preprocessing methods for water quality prediction in ultrafiltration File

Shim, Jaegyu , Hong, Seokmin , Lee, Jiye , Lee, Seungyong , Kim, Young Mo , Chon, Kangmin , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2023-11 View124

Deep-learning-based system-scale diagnosis of a nuclear power plant with multiple infrared cameras File File

Jin, Ik Jae , Lim, Do Yeong , Bang, In Cheol

Article Issue Date2023-02 View122

Denoising of high-resolution 3D UTE-MR angiogram data using lightweight and efficient convolutional neural networks File

Tessema, Abel Worku , Ambaye, Dagnachew Tessema , Cho, Hyungjoon

Article Issue Date2025-09 View85

Development of fault diagnosis for nuclear power plant using deep learning and infrared sensor equipped UAV File

Jin, Ik Jae , Lim, Do Yeong , Bang, In Cheol

Article Issue Date2023-02 View112

Double MAC on a DSP: Boosting the Performance of Convolutional Neural Networks on FPGAs File

Lee, Sugil , Kim, Daewoo , Nguyen, Dong , Lee, Jongeun

Article Issue Date2019-05 View143

Early detection of pore clogging in microfluidic systems with 3D convolutional neural network File File

Yi, Woobin , Kim, Dae Yeon , Jin, Howon , Yoon, Sangwoong , Ahn, Kyung Hyun

Article Issue Date2025-06 View9

Efficient Deep Learning Approaches for Active Fire Detection Using Himawari-8 Geostationary Satellite Images File File

Lee, Sihyun , Kang, Yoojin , Sung, Taejun , Im, Jungho

Article Issue Date2023-10 View317

Estimation of heavy metals using deep neural network with visible and infrared spectroscopy of soil File

Pyo, JongCheol , Hong, Seok Min , Kwon, Yong Sung , Kim, Moon Sung , Cho, Kyung Hwa

Article Issue Date2020-11 View101

Heat transfer performance prediction for heat pipe using deep learning based on wick type File

Jin, Ik Jae , Park, Ye Yeong , Bang, In Cheol

Article Issue Date2024-03 View197

High-accuracy rebar position detection using deep learning-based frequency-difference electrical resistance tomography File

Jeon, Dongho , Kim, Min Kyoung , Jeong, Yeounung , Oh, Jae Eun , Moon, Juhyuk , Kim, Dong Joo , Yoon, Seyoon

Article Issue Date2022-03 View140

Machine learning-based evaluation technology of 3D spatial distribution of residual radioactivity in large-scale radioactive structures File File

Lee, Ukjae , Chang, Phillip , Jung, Nam-Suk , Jang, Jonghun , Lee, Jimin , Lee, Hee-Seock

Article Issue Date2024-08 View115

Machine learning-based pattern recognition of Bender element signals for predicting sand particle-size File File

Byun, Yong-Hoon , Son, Juik , Yun, Jungmin , Choo, Hyunwook , Won, Jongmuk

Article Issue Date2025-02 View108

Revolutionizing cesium monitoring in seawater through electrochemical voltammetry and machine learning File

Lee, Jinuk , Baek, Kwangyeol , Jeong, Heewon , Doh, Sunghoon , Kim, Kwiyong , Cho, Kyung Hwa

Article Issue Date2025-02 View43

Screening ideas in the early stages of technology development: A word2vec and convolutional neural network approach File

Hong, Suckwon , Kim, Juram , Woo, Hangyun , Kim, Young Choon , Lee, Changyong

Article Issue Date2022-04 View173

Spatiotemporal estimation of groundwater and surface water conditions by integrating deep learning and physics-based watershed models File File

Kim, Soobin , Lee, Eunhee , Hwang, Hyoun-Tae , Pyo, Jongcheol , Yun, Daeun , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2024-05 View141

Toward an adaptable deep-learning model for satellite-based wildfire monitoring with consideration of environmental conditions File

Kang, Yoojin , Sung, Taejun , Im, Jungho

Article Issue Date2023-12 View201

Transfer learning-based ensemble convolutional neural network for accelerated diagnosis of foot fractures File

Kim, Taekyeong , Goh, Tae Sik , Lee, Jung Sub , Lee, Ji Hyun , Kim, Hayeol , Jung, Im Doo

Article Issue Date2023-03 View147

TSSI: Time Series as Screenshot Images for multivariate time series classification using convolutional neural networks File

Oh, Yongkyung , Kim, Heeyoung , Kim, Sungil

Article Issue Date2025-11 View47

Using convolutional neural network for predicting cyanobacteria concentrations in river water File

Pyo, JongCheol , Park, Lan Joo , Pachepsky, Yakov , Baek, Sang-Soo , Kim, Kyunghyun , Cho, Kyung Hwa

Article Issue Date2020-11 View120

결정그래프 합성곱 인공신경망을 통한 소재의 생성 에너지 예측 File

이현기 , 서동화

Article Issue Date2022-03 View77

수 환경 분야에서의 딥러닝 모델 적용사례 File

표종철 , 박상훈 , 조경화 , 백상수

Article Issue Date2020-12 View63

Scholarworks@UNIST

Browsing by Keyword : Convolutional neural network

UNIST | Library