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A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approaches File

Cho, Dongjin , Yoo, Cheolhee , Son, Bokyung , Im, Jungho , Yoon, Donghyuck , Cha, Dong-Hyun

Article Issue Date2022-03 View147

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 View122

An efficient reinforcement learning action strategy for topology optimization: application to muffler design File File

Oh, Kee Seung , Kim, Yoon Young , Chung, Hayoung , Oh, Joo Hwan

Article Issue Date2026-02 View8

Artificial Intelligence Designer for Highly-Efficient Organic Photovoltaic Materials File

Sun, Wenbo , Zheng, Yujie , Zhang, Qi , Yang, Ke , Chen, Haiyan , Cho, Yongjoon , Fu, Jiehao , Odunmbaku, Omololu , Shah, Akeel A. , Xiao, Zeyun , et al

Article Issue Date2021-09 View178

Automatic control of simulated moving bed process with deep Q-network File

Oh, Tae Hoon , Kim, Jong Woo , Son, Sang Hwan , Kim, Hosoo , Lee, Kyungmoo , Lee, Jong Min

Article Issue Date2021-06 View209

Automatic mapping of atoms across both simple and complex chemical reactions File File

Jaworski, Wojciech , Szymkuc, Sara , Mikulak-Klucznik, Barbara , Piecuch, Krzysztof , Klucznik, Tomasz , Kazmierowski, Michal , Rydzewski, Jan , Gambin, Anna , Grzybowski, Bartosz A.

Article Issue Date2019-03 View158

Bayesian-based uncertainty-aware tool-wear prediction model in end-milling process of titanium alloy File File

Kim, Gyeongho , Yang, Sang Min , Kim, Dong Min , Kim, Sinwon , Choi, Jae Gyeong , Ku, Minjoo , Lim, Sunghoon , Park, Hyung Wook

Article Issue Date2023-11 View240

Computational approach for plasma process optimization combined with deep learning model File

Ko, Jungmin , Bae, Jinkyu , Park, Minho , Jo, Younghyun , Lee, Hyunjae , Kim, Kyunghyun , Yoo, Suyoung , Nam, Sang Ki , Sung, Dougyong , Kim, Byungjo

Article Issue Date2023-08 View135

Computational design of syntheses leading to compound libraries or isotopically labelled targets File File

Molga, Karol , Dittwald, Piotr , Grzybowski, Bartosz A.

Article Issue Date2019-10 View100

Deep learning model for predicting hardness distribution in laser heat treatment of AISI H13 tool steel File

Oh, Sehyeok , Ki, Hyungson

Article Issue Date2019-05 View85

Developing a hydrological simulation tool to design bioretention in a watershed File

Baek, Sang-Soo , Ligaray, Mayzonee , Park, Jong-Pyo , Shin, Hyun-Suk , Kwon, Yongsung , Brascher, Joseph T. , Cho, Kyung Hwa

Article Issue Date2019-12 View103

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 View113

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

Sung, Taejun , Kang, Yoojin , Im, Jungho

Article Issue Date2024-06 View118

Environment-Adaptable Edge-Computing Gas Sensor Device with Analog-Assisted Continual Learning Scheme File

Chae, Hee Young , Cho, Jeonghoon , Purbia, Rahul. , Park, Chan Sam , Kim, Hyunjoong , Lee, Yun-Sik , Baik, Jeong Min , Kim, Jae Joon

Article Issue Date2023-10 View198

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 View183

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 View129

IR-QNN Framework: An IR Drop-Aware Offline Training Of Quantized Crossbar Arrays File File

Fouda, Mohammed E. , Lee, Sugil , Lee, Jongeun , Kim, Gun Hwan , Kurdahi, Fadi , Eltawil, Ahmed

Article Issue Date2020-12 View153

Long short-term memory models of water quality in inland water environments File File

Pyo, JongCheol , Pachepsky, Yakov , Kim, Soobin , Abbas, Ather , Kim, Minjeong , Kwon, Yong Sung , Ligaray, Mayzonee , Cho, Kyung Hwa

Article Issue Date2023-12 View124

Long-term prediction of Arctic sea ice concentrations using deep learning: Effects of surface temperature, radiation, and wind conditions File

Kim, Young Jun , Kim, Hyun-cheol , Han, Daehyeon , Stroeve, Julienne , Im, Jungho

Article Issue Date2025-03 View191

Machine Learning for Accelerating Energy Materials Discovery: Bridging Quantum Accuracy with Computational Efficiency File File

Kim, Kwang S.

Article Issue Date2025-10 View41

Machine learning of LWR spent nuclear fuel assembly decay heat measurements File File

Ebiwonjumi, Bamidele , Cherezov, Alexey , Dzianisau, Siarhei , Lee, Deokjung

Article Issue Date2021-11 View108

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 View144

Mitigating The Impact of ReRAM I-V Nonlinearity and IR Drop via Fast Offline Network Training File

Lee, Sugil , Fouda, Mohammed E. , Quan, Chenghao , Lee, Jongeun , Eltawil, Ahmed , Kurdahi, Fadi

Article Issue Date2025-03 View151

Optimizing low impact development (LID) for stormwater runoff treatment in urban area, Korea: Experimental and modeling approach File

Baek, Sang-Soo , Choi, Dong-Ho , Jung, Jae-Woon , Lee, Hyung-Jin , Lee, Hyuk , Yoon, Kwang-Sik , Cho, Kyung Hwa

Article Issue Date2015-12 View137

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File File

Han, Daehyeon , Choo, Minki , Im, Jungho , Shin, Yeji , Lee, Juhyun , Jung, Sihun

Article Issue Date2023-12 View203

Predicting the outcomes of organic reactions via machine learning: are current descriptors sufficient? File File

Skoraczynski, G. , Dittwald, P. , Miasojedow, B. , Szymkuc, S. , Gajewska, E. P. , Grzybowski, Bartosz A. , Gambin, A.

Article Issue Date2017-06 View94

Prediction of Major Regio‐, Site‐, and Diastereoisomers in Diels–Alder Reactions by Using Machine‐Learning: The Importance of Physically Meaningful Descriptors File

Beker, Wiktor , Gajewska, Ewa P. , Badowski, Tomasz , Grzybowski, Bartosz A.

Article Issue Date2019-03 View79

Quantitative comparison of reinforcement learning and data-driven model predictive control for chemical and biological processes File

Oh, Tae Hoon

Article Issue Date2024-02 View140

Robust Control of Robot Manipulators Using Inclusive and Enhanced Time Delay Control File

Jin, Maolin , Kang, Sang Hoon , Chang, Pyung Hun , Lee, Jinoh

Article Issue Date2017-10 View132

Scaffold-Directed Face Selectivity Machine-Learned from Vectors of Non-covalent Interactions File

Moskal, Martyna , Beker, Wiktor , Szymkuc, Sara , Grzybowski, Bartosz A.

Article Issue Date2021-07 View119

Semi-analytic PINN methods for boundary layer problems in a rectangular domain File

Gie, Gung-Min , Hong, Youngjoon , Jung, Chang-Yeol , Munkhjin, Tselmuun

Article Issue Date2024-11 View147

Singular layer PINN methods for steep reaction-diffusion equations in a smooth convex domain File

Jung, Chang-Yeol , Kim, Junghwa , Ngon, Eaint Phoo

Article Issue Date2025-06 View145

State-of-health estimation of Li-ion batteries in the early phases of qualification tests: An interpretable machine learning approach File

Lee, Gyumin , Kim, Juram , Lee, Changyong

Article Issue Date2022-07 View123

Task-relevant stimulus design improves P300-based brain–computer interfaces File

Kim, Jongsu , Cho, Yang Seok , Kim, Sung-Phil

Article Issue Date2024-12 View82

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