Scholarworks@UNIST: Browsing Repository

Deep active-learning based model-synchronization of digital manufacturing stations using human-in-the-loop simulation File

Steed, Clint Alex , Kim, Namhun

Article Issue Date2023-10 View8

Deep learning model for simulating influence of natural organic matter in nanofiltration File

Shim, Jaegyu , Park, Sanghun , Cho, Kyung Hwa

Article Issue Date2021-06 View7

Deep-learning based spatio-temporal generative model on assessing state-of-health for Li-ion batteries with partially-cycled profiles File

Park, Seojoung , Lee, Hyunjun , Scott-Nevros, Zoe K. K. , Lim, Dongjun , Seo, Dong-Hwa , Choi, Yunseok , Lim, Hankwon , Kim, Donghyuk

Article Issue Date2023-04 View28

Degradation mode and criticality analysis based on product usage data File

Shin, Jong-Ho , Jun, Hong-Bae , Catteneo, Cedric , Kiritsis, Dimitris , Xirouchakis, Paul

Article Issue Date2015-06 View4

Developing a data-driven modeling framework for simulating a chemical accident in freshwater File

Kim, Soobin , Abbas, Ather , Pyo, Jongchoel , Kim, Hyein , Hong, Seok Min , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2023-11 View6

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 View5

Development of a knowledge-based potential for crystals of small organic molecules: Calculation of energy surfaces for C=0 center dot center dot center dot H-N hydrogen bonds File

Grzybowski, BA , Ishchenko, AV , DeWitte, RS , Whitesides, GM , Shakhnovich, EI

Article Issue Date2000-08 View8

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 View5

Development of New Ensemble Methods Based on the Performance Skills of Regional Climate Models over South Korea File

Suh, M. -S. , Oh, S. -G. , Lee, D. -K. , Cha, Dong-Hyun , Choi, S. -J. , Jin, C. -S. , Hong, S. -Y.

Article Issue Date2012-10 View1

Does Increasing Model Resolution Improve the Real-Time Forecasts of Western North Pacific Tropical Cyclones? File File

Moon, Jihong , Park, Jinyoung , Cha, Dong-Hyun

Article Issue Date2021-06 View9

Dual inhibition effects of diamines on the formation of methane gas hydrate and their significance for natural gas production and transportation File

Lim, Jiyeon , Kim, Eunae , Seo, Yongwon

Article Issue Date2016-09 View6

Dual-stage attention-based LSTM for simulating performance of brackish water treatment plant File

Yoon, Nakyung , Kim, Jihye , Lim, Jae-Lim , Abbas, Ather , Jeong, Kwanho , Cho, Kyung Hwa

Article Issue Date2021-09 View6

Dynamic performance of industrial robots in the secondary carbon fiber-reinforced plastics machining File

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

Article Issue Date2023-10 View7

Early detection of vessel delays using combined historical and real-time information File

Kim, Sungil , Kim, Heeyoung , Park, Yongro

Article Issue Date2017-02 View4

Effect of admixtures on the yield stresses of cement pastes under high hydrostatic pressures File File

Yim, Hong Jae , Kim, Jae Hong , Kwon, Seung Hee

Article Issue Date2016-03 View4

Effect of hyperspectral image-based initial conditions on improving short-term algal simulation of hydrodynamic and water quality models File

Pyo, JongCheol , Kwon, Yong Sung , Min, Joong-Hyuk , Nam, Gibeom , Song, Yong-Sik , Ahn, Jung Min , Park, Sanghyun , Lee, Jeongwon , Cho, Kyung Hwa , Park, Yongeun

Article Issue Date2021-09 View10

Effects of topography and sea surface temperature anomalies on heavy rainfall induced by Typhoon Chaba in 2016 File File

Cho, Woojin , Park, Jinyoung , Moon, Jihong , Cha, Dong-Hyun , Moon, Yu-min , Kim, Hyeon-Sung , Noh, Kyoung-jo , Park, Sang-Hwan

Article Issue Date2022-08 View2

Evaluation of random forest and regression tree methods for estimation of mass first flush ratio in urban catchments File

Jeung, Minhyuk , Baek, Sangsoo , Beom, Jina , Cho, Kyung Hwa , Her, Younggu , Yoon, Kwangsik

Article Issue Date2019-08 View5

Experimental validation of simulating natural circulation of liquid metal using water File File

Lee, Min Ho , Jerng, Dong Wook , Bang, In Cheol

Article Issue Date2020-09 View5

Fatigue residual useful life estimation of Ni-base alloy weld with time-series data File

Park, Jae Phil , Ham, Junhyuk , Kim, Ji Hyun , Oh, Young-Jin , Bahn, Chi Bum

Article Issue Date2023-05 View15

Five-Day Track Forecast Skills of WRF Model for the Western North Pacific Tropical Cyclones File

Moon, Jihong , Park, Jinyoung , Cha, Dong-Hyun , Moon, Yumin

Article Issue Date2021-08 View10

Flow visualization and heat transfer performance of annular thermosyphon heat pipe File

Kim, In Guk , Kim, Kyung Mo , Jeong, Yeong Shin , Bang, In Cheol

Article Issue Date2017-10 View5

Forecasting Abrupt Depletion of Dissolved Oxygen in Urban Streams Using Discontinuously Measured Hourly Time-Series Data File

Kim, Young Woo , Kim, TaeHo , Shin, Jihoon , Go, ByeongGeon , Lee, Mokyoung , Lee, JinHyo , Koo, Jayong , Cho, Kyung Hwa , Cha, YoonKyung

Article Issue Date2021-04 View10

FORECASTING STOCK MARKET INDEX BASED ON PATTERN-DRIVEN LONG SHORT-TERM MEMORY File

Song, Donghwan , Busogi, Moise , Baek, Adrian M. Chung , Kim, Namhun

Article Issue Date2020-07 View5

General Theory of Specific Binding: Insights from a Genetic-Mechano-Chemical Protein Model File File

McBride, John M. , Eckmann, Jean-Pierre , Tlusty, Tsvi

Article Issue Date2022-11 View11

Global sea surface salinity via the synergistic use of SMAP satellite and HYCOM data based on machine learning File

Jang, Eunna , Kim, Young Jun , Im, Jungho , Park, Young-Gyu , Sung, Taejun

Article Issue Date2022-05 View6

Green function of correlated genes in a minimal mechanical model of protein evolution File File

Dutta, Sandipan , Eckmann, Jean-Pierre , Libchaber, Albert , Tlusty, Tsvi

Article Issue Date2018-05 View5

Impact of soil moisture initialization on boreal summer subseasonal forecasts: mid-latitude surface air temperature and heat wave events File

Seo, Eunkyo , Lee, Myong-In , Jeong, Jee-Hoon , Koster, Randal D. , Schubert, Siegfried D. , Kim, Hye-Mi , Kim, Daehyun , Kang, Hyun-Suk , Kim, Hyun-Kyung , MacLachlan, Craig , et al

Article Issue Date2019-02 View5

Impact of Spectral Nudging on Real‐Time Tropical Cyclone Forecast File

Moon, Jihong , Cha, Dong-Hyun , Lee, Minkyu , Kim, Joowan

Article Issue Date2018-11 View4

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 View16

Improvement of catalytic performance of lignin peroxidase for the enhanced degradation of lignocellulose biomass based on the imbedded electron-relay in long-range electron transfer route File File

Pham, Le Thanh Mai , Kim, Su Jin , Kim, Yong Hwan

Article Issue Date2016-11 View4

Improving the performance of machine learning models for early warning of harmful algal blooms using an adaptive synthetic sampling method File

Kim, Jin Hwi , Shin, Jae-Ki , Lee, Hankyu , Lee, Dong Hoon , Kang, Joo-Hyon , Cho, Kyung Hwa , Lee, Yong-Gu , Chon, Kangmin , Baek, Sang-Soo , Park, Yongeun

Article Issue Date2021-12 View13

Influences of the molecular structures of curing agents on the inelastic-deformation mechanisms in highly-crosslinked epoxy polymers File

Park, Hyungbum , Kim, Byungjo , Choi, Joonmyung , Cho, Maenghyo

Article Issue Date2018-01 View12

Inland harmful algal blooms (HABs) modeling using internet of things (IoT) system and deep learning File File

Kwon, Do Hyuck , Hong, Seok Min , Abbas, Ather , Pyo, JongCheol , Lee, Hyung-Kun , Baek, Sang-Soo , Cho, Kyung Hwa

Article Issue Date2023-02 View5

Investigation of Machining Stability Considering Thermal and Rotation Effect: Effectiveness of Impact Excitation for a Rotating Spindle File

Kim, Minsu , Park, Hyung-Wook , Lee, Sun-Kyu

Article Issue Date2022-10 View7

Investigation of microstructure and residual stress development during laser surface melting of AH36 steel using 3-D fully coupled numerical model File

Yeo, Haram , Son, Myeonggyun , Ki, Hyungson

Article Issue Date2022-11 View9

IoT-Based Prognostics and Systems Health Management for Industrial Applications File File

Kwon, Daeil , Hodkiewicz, Melinda , Fan, Jiajie , Shibutani, Tadahiro , Pecht, Michael G.

Article Issue Date2016-07 View6

Kernel-based calibration methods combined with multivariate feature selection to improve accuracy of near-infrared spectroscopic analysis File

Lee, Junghye , Chang, Kyeol , Jun, Chi-Hyuck , Cho, Rae-Kwang , Chung, Hoeil , Lee, Hyeseon

Article Issue Date2015-10 View7

Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning File File

Han, Daehyeon , Im, Jungho , Shin, Yeji , Lee, Juhyun

Article Issue Date2023-10 View17

Longitudinal Association of Poor Sleep Quality With Chemotherapy-Induced Nausea and Vomiting in Patients With Breast Cancer File

Jung, Dooyoung , Lee, Kwang-Min , Kim, Win-Hyoung , Lee, Joo-Young , Kim, Tae-Yong , Im, Seok-Ah , Lee, Kyung-Hun , Spiegel, David , Hahm, Bong-Jin

Article Issue Date2016-10 View1

Machine Learning May Sometimes Simply Capture LiteraturePopularity Trends: A Case Study of Heterocyclic Suzuki-MiyauraCoupling br File File

Beker, Wiktor , Roszak, Rafal , Wolos, Agnieszka , Angello, Nicholas H. , Rathore, Vandana , Burke, Martin D. , Grzybowski, Bartosz A.

Article Issue Date2022-03 View9

MassNet: a functional annotation service for protein mass spectrometry data File

Park, Daeui , Kim, Byoung-Chul , Cho, Seong-Woong , Park, Seong-Jin , Choi, Jong-Soon , Kim, Seung Il , Bhak, Jong Hwa , Lee, Sunghoon

Article Issue Date2008-07 View5

Measurement of size and number of suspended and dissolved nanoparticles in water for evaluation of colloidal fouling in RO membranes File

Park, Kihong , Park, Ji Yeon , Lee, Sungyun , Cho, Jaeweon

Article Issue Date2009-03 View4

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 View5

Modeling trihalomethanes concentrations in water treatment plants using machine learning techniques File

Park, Jongkwan , Lee, Chan Ho , Cho, Kyung Hwa , Hong, Seongho , Kim, Young Mo , Park, Yongeun

Article Issue Date2018-04 View6

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 View5

Noncanonical agonist PPAR gamma ligands modulate the response to DNA damage and sensitize cancer cells to cytotoxic chemotherapy File

Khandekar, Melin J. , Banks, Alexander S. , Laznik-Bogoslavski, Dina , White, James P. , Choi, Jang Hyun , Kazak, Lawrence , Lo, James C. , Cohen, Paul , Wong, Kwok-Kin , Kamenecka, Theodore M. , et al

Article Issue Date2018-01 View3

Numerical and experimental investigation of the delamination in drilling of the carbon fiber-reinforced plastic composite File

Seo, Jaewoo , Kim, Yeonoh , Kim, Dong Chan , Park, Hyung Wook

Article Issue Date2021-02 View8

Numerical and experimental study of end-milling process of titanium alloy with a cryogenic internal coolant supply File

Kim, Do Young , Kim, Dong Min , Park, Hyung Wook

Article Issue Date2019-12 View5

On joint strengths, peel stresses and failure modes in adhesively bonded double-strap and supported single-lap GFRP joints File

Lee, H. K. , Pyo, S. H. , Kim, B. R.

Article Issue Date2009-01 View8

Optimal decision making in post-hazard bridge recovery strategies for transportation networks after seismic events File File

Yoon, Sungsik , Suh, Wonho , Lee, Young-Joo

Article Issue Date2021-08 View15

Performance of annular flow path heat pipe with a polymer insert controlling compactness for energy applications File

Kim, In Guk , Kim, Kyung Mo , Jeong, Yeong Shin , Bang, In Cheol

Article Issue Date2016-01 View5

Polygenic risk score validation using Korean genomes of 265 early-onset acute myocardial infarction patients and 636 healthy controls File File

Bhak, Youngjune , Jeon, Yeonsu , Jeon, Sungwon , Yoon, Changhan , Kim, Min , Blazyte, Asta , Kim, Yeonkyung , Kang, Younghui , Kim, Changjae , Lee, Sang Yeub , et al

Article Issue Date2021-02 View7

Pre-trained feature aggregated deep learning-based monitoring of overshooting tops using multi-spectral channels of GeoKompsat-2A advanced meteorological imagery File

Lee, Juhyun , Kim, Miae , Im, Jungho , Han, Hyangsun , Han, Deahyeon

Article Issue Date2021-08 View13

Prognostics and health management of composite structures under multiple impacts through electromechanical behavior and a particle filter File File

Lee, In-Yong , Roh, Hyung Doh , Park, Young -Bin

Article Issue Date2022-11 View8

Progressive failure analysis for the interaction of interlaminar and intralaminar failure modes in composite structures with an initial delamination

Ji, Wooseok , Waas, A. M.

Article Issue Date2013-01 View13

Quality evaluation modeling of a DED-processed metallic deposition based on ResNet-50 with few training data File

Park, Hyunmin , Kang, Yun Seok , Choi, Seung-Kyum , Park, Hyung Wook

Article Issue Date2024-04 View3

Quantified Design Guides for the Reduction of Radiated Emissions in Package-Level Power Distribution Networks File

Shin, Dongil , Kim, Namsu , Lee, Jongjoo , Park, Youngwoo , Kim, Jingook

Article Issue Date2017-04 View2

Rational design of a Bacillus circulans xylanase by introducing charged residue to shift the pH optimum File

Pokhrel, Subarna , Joo, Jeong Chan , Kim, Yong Hwan , Yoo, Young Je

Article Issue Date2012-12 View5

Real-fluid thermophysicalModels: An OpenFOAM-based library for reacting flow simulations at high pressure File

Nguyen, Danh Nam , Jung, Ki Sung , Shim, Jae Won , Yoo, Chun Sang

Article Issue Date2022-04 View14

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