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1. HyperCLOVA X Technical Report

Author

Yoo, Kang Min, Han, Jaegeun, In, Sookyo, Jeon, Heewon, Jeong, Jisu, Kang, Jaewook, Kim, Hyunwook, Kim, Kyung-Min, Kim, Munhyong, Kim, Sungju, Kwak, Donghyun, Kwak, Hanock, Kwon, Se Jung, Lee, Bado, Lee, Dongsoo, Lee, Gichang, Lee, Jooho, Park, Baeseong, Shin, Seongjin, Yu, Joonsang, Baek, Seolki, Byeon, Sumin, Cho, Eungsup, Choe, Dooseok, Han, Jeesung, Jin, Youngkyun, Jun, Hyein, Jung, Jaeseung, Kim, Chanwoong, Kim, Jinhong, Kim, Jinuk, Lee, Dokyeong, Park, Dongwook, Sohn, Jeong Min, Han, Sujung, Heo, Jiae, Hong, Sungju, Jeon, Mina, Jung, Hyunhoon, Jung, Jungeun, Jung, Wangkyo, Kim, Chungjoon, Kim, Hyeri, Kim, Jonghyun, Kim, Min Young, Lee, Soeun, Park, Joonhee, Shin, Jieun, Yang, Sojin, Yoon, Jungsoon, Lee, Hwaran, Bae, Sanghwan, Cha, Jeehwan, Gylleus, Karl, Ham, Donghoon, Hong, Mihak, Hong, Youngki, Hong, Yunki, Jang, Dahyun, Jeon, Hyojun, Jeon, Yujin, Jeong, Yeji, Ji, Myunggeun, Jin, Yeguk, Jo, Chansong, Joo, Shinyoung, Jung, Seunghwan, Kim, Adrian Jungmyung, Kim, Byoung Hoon, Kim, Hyomin, Kim, Jungwhan, Kim, Minkyoung, Kim, Minseung, Kim, Sungdong, Kim, Yonghee, Kim, Youngjun, Kim, Youngkwan, Ko, Donghyeon, Lee, Dughyun, Lee, Ha Young, Lee, Jaehong, Lee, Jieun, Lee, Jonghyun, Lee, Jongjin, Lee, Min Young, Lee, Yehbin, Min, Taehong, Min, Yuri, Moon, Kiyoon, Oh, Hyangnam, Park, Jaesun, Park, Kyuyon, Park, Younghun, Seo, Hanbae, Seo, Seunghyun, Sim, Mihyun, Son, Gyubin, Yeo, Matt, Yeom, Kyung Hoon, Yoo, Wonjoon, You, Myungin, Ahn, Doheon, Ahn, Homin, Ahn, Joohee, Ahn, Seongmin, An, Chanwoo, An, Hyeryun, An, Junho, An, Sang-Min, Byun, Boram, Byun, Eunbin, Cha, Jongho, Chang, Minji, Chang, Seunggyu, Cho, Haesong, Cho, Youngdo, Choi, Dalnim, Choi, Daseul, Choi, Hyoseok, Choi, Minseong, Choi, Sangho, Choi, Seongjae, Choi, Wooyong, Chun, Sewhan, Go, Dong Young, Ham, Chiheon, Han, Danbi, Han, Jaemin, Hong, Moonyoung, Hong, Sung Bum, Hwang, Dong-Hyun, Hwang, Seongchan, Im, Jinbae, Jang, Hyuk Jin, Jang, Jaehyung, Jang, Jaeni, Jang, Sihyeon, Jang, Sungwon, Jeon, Joonha, Jeong, Daun, Jeong, Joonhyun, Jeong, Kyeongseok, Jeong, Mini, Jin, Sol, Jo, Hanbyeol, Jo, Hanju, Jo, Minjung, Jung, Chaeyoon, Jung, Hyungsik, Jung, Jaeuk, Jung, Ju Hwan, Jung, Kwangsun, Jung, Seungjae, Ka, Soonwon, Kang, Donghan, Kang, Soyoung, Kil, Taeho, Kim, Areum, Kim, Beomyoung, Kim, Byeongwook, Kim, Daehee, Kim, Dong-Gyun, Kim, Donggook, Kim, Donghyun, Kim, Euna, Kim, Eunchul, Kim, Geewook, Kim, Gyu Ri, Kim, Hanbyul, Kim, Heesu, Kim, Isaac, Kim, Jeonghoon, Kim, Jihye, Kim, Joonghoon, Kim, Minjae, Kim, Minsub, Kim, Pil Hwan, Kim, Sammy, Kim, Seokhun, Kim, Seonghyeon, Kim, Soojin, Kim, Soong, Kim, Soyoon, Kim, Sunyoung, Kim, Taeho, Kim, Wonho, Kim, Yoonsik, Kim, You Jin, Kim, Yuri, Kwon, Beomseok, Kwon, Ohsung, Kwon, Yoo-Hwan, Lee, Anna, Lee, Byungwook, Lee, Changho, Lee, Daun, Lee, Dongjae, Lee, Ha-Ram, Lee, Hodong, Lee, Hwiyeong, Lee, Hyunmi, Lee, Injae, Lee, Jaeung, Lee, Jeongsang, Lee, Jisoo, Lee, Jongsoo, Lee, Joongjae, Lee, Juhan, Lee, Jung Hyun, Lee, Junghoon, Lee, Junwoo, Lee, Se Yun, Lee, Sujin, Lee, Sungjae, Lee, Sungwoo, Lee, Wonjae, Lee, Zoo Hyun, Lim, Jong Kun, Lim, Kun, Lim, Taemin, Na, Nuri, Nam, Jeongyeon, Nam, Kyeong-Min, Noh, Yeonseog, Oh, Biro, Oh, Jung-Sik, Oh, Solgil, Oh, Yeontaek, Park, Boyoun, Park, Cheonbok, Park, Dongju, Park, Hyeonjin, Park, Hyun Tae, Park, Hyunjung, Park, Jihye, Park, Jooseok, Park, Junghwan, Park, Jungsoo, Park, Miru, Park, Sang Hee, Park, Seunghyun, Park, Soyoung, Park, Taerim, Park, Wonkyeong, Ryu, Hyunjoon, Ryu, Jeonghun, Ryu, Nahyeon, Seo, Soonshin, Seo, Suk Min, Shim, Yoonjeong, Shin, Kyuyong, Shin, Wonkwang, Sim, Hyun, Sim, Woongseob, Soh, Hyejin, Son, Bokyong, Son, Hyunjun, Son, Seulah, Song, Chi-Yun, Song, Chiyoung, Song, Ka Yeon, Song, Minchul, Song, Seungmin, Wang, Jisung, Yeo, Yonggoo, Yi, Myeong Yeon, Yim, Moon Bin, Yoo, Taehwan, Yoo, Youngjoon, Yoon, Sungmin, Yoon, Young Jin, Yu, Hangyeol, Yu, Ui Seon, Zuo, Xingdong, Bae, Jeongin, Bae, Joungeun, Cho, Hyunsoo, Cho, Seonghyun, Cho, Yongjin, Choi, Taekyoon, Choi, Yera, Chung, Jiwan, Han, Zhenghui, Heo, Byeongho, Hong, Euisuk, Hwang, Taebaek, Im, Seonyeol, Jegal, Sumin, Jeon, Sumin, Jeong, Yelim, Jeong, Yonghyun, Jiang, Can, Jiang, Juyong, Jin, Jiho, Jo, Ara, Jo, Younghyun, Jung, Hoyoun, Jung, Juyoung, Kang, Seunghyeong, Kim, Dae Hee, Kim, Ginam, Kim, Hangyeol, Kim, Heeseung, Kim, Hyojin, Kim, Hyojun, Kim, Hyun-Ah, Kim, Jeehye, Kim, Jin-Hwa, Kim, Jiseon, Kim, Jonghak, Kim, Jung Yoon, Kim, Rak Yeong, Kim, Seongjin, Kim, Seoyoon, Kim, Sewon, Kim, Sooyoung, Kim, Sukyoung, Kim, Taeyong, Ko, Naeun, Koo, Bonseung, Kwak, Heeyoung, Kwon, Haena, Kwon, Youngjin, Lee, Boram, Lee, Bruce W., Lee, Dagyeong, Lee, Erin, Lee, Euijin, Lee, Ha Gyeong, Lee, Hyojin, Lee, Hyunjeong, Lee, Jeeyoon, Lee, Jeonghyun, Lee, Jongheok, Lee, Joonhyung, Lee, Junhyuk, Lee, Mingu, Lee, Nayeon, Lee, Sangkyu, Lee, Se Young, Lee, Seulgi, Lee, Seung Jin, Lee, Suhyeon, Lee, Yeonjae, Lee, Yesol, Lee, Youngbeom, Lee, Yujin, Li, Shaodong, Liu, Tianyu, Moon, Seong-Eun, Moon, Taehong, Nihlenramstroem, Max-Lasse, Oh, Wonseok, Oh, Yuri, Park, Hongbeen, Park, Hyekyung, Park, Jaeho, Park, Nohil, Park, Sangjin, Ryu, Jiwon, Ryu, Miru, Ryu, Simo, Seo, Ahreum, Seo, Hee, Seo, Kangdeok, Shin, Jamin, Shin, Seungyoun, Sin, Heetae, Wang, Jiangping, Wang, Lei, Xiang, Ning, Xiao, Longxiang, Xu, Jing, Yi, Seonyeong, Yoo, Haanju, Yoo, Haneul, Yoo, Hwanhee, Yu, Liang, Yu, Youngjae, Yuan, Weijie, Zeng, Bo, Zhou, Qian, Cho, Kyunghyun, Ha, Jung-Woo, Park, Joonsuk, Hwang, Jihyun, Kwon, Hyoung Jo, Kwon, Soonyong, Lee, Jungyeon, Lee, Seungho, Lim, Seonghyeon, Noh, Hyunkyung, Choi, Seungho, Lee, Sang-Woo, Lim, Jung Hwa, and Sung, Nako

Subjects
Computer Science - Computation and Language, Computer Science - Artificial Intelligence
Abstract

We introduce HyperCLOVA X, a family of large language models (LLMs) tailored to the Korean language and culture, along with competitive capabilities in English, math, and coding. HyperCLOVA X was trained on a balanced mix of Korean, English, and code data, followed by instruction-tuning with high-quality human-annotated datasets while abiding by strict safety guidelines reflecting our commitment to responsible AI. The model is evaluated across various benchmarks, including comprehensive reasoning, knowledge, commonsense, factuality, coding, math, chatting, instruction-following, and harmlessness, in both Korean and English. HyperCLOVA X exhibits strong reasoning capabilities in Korean backed by a deep understanding of the language and cultural nuances. Further analysis of the inherent bilingual nature and its extension to multilingualism highlights the model's cross-lingual proficiency and strong generalization ability to untargeted languages, including machine translation between several language pairs and cross-lingual inference tasks. We believe that HyperCLOVA X can provide helpful guidance for regions or countries in developing their sovereign LLMs., Comment: 44 pages; updated authors list and fixed author names

Published
2024

2. Long-Term Typhoon Trajectory Prediction: A Physics-Conditioned Approach Without Reanalysis Data

Author

Park, Young-Jae, Seo, Minseok, Kim, Doyi, Kim, Hyeri, Choi, Sanghoon, Choi, Beomkyu, Ryu, Jeongwon, Son, Sohee, Jeon, Hae-Gon, and Choi, Yeji

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

In the face of escalating climate changes, typhoon intensities and their ensuing damage have surged. Accurate trajectory prediction is crucial for effective damage control. Traditional physics-based models, while comprehensive, are computationally intensive and rely heavily on the expertise of forecasters. Contemporary data-driven methods often rely on reanalysis data, which can be considered to be the closest to the true representation of weather conditions. However, reanalysis data is not produced in real-time and requires time for adjustment because prediction models are calibrated with observational data. This reanalysis data, such as ERA5, falls short in challenging real-world situations. Optimal preparedness necessitates predictions at least 72 hours in advance, beyond the capabilities of standard physics models. In response to these constraints, we present an approach that harnesses real-time Unified Model (UM) data, sidestepping the limitations of reanalysis data. Our model provides predictions at 6-hour intervals for up to 72 hours in advance and outperforms both state-of-the-art data-driven methods and numerical weather prediction models. In line with our efforts to mitigate adversities inflicted by \rthree{typhoons}, we release our preprocessed \textit{PHYSICS TRACK} dataset, which includes ERA5 reanalysis data, typhoon best-track, and UM forecast data., Comment: This paper was accepted for a Spotlight presentation at ICLR 2024

Published
2024

3. Keep Me Updated! Memory Management in Long-term Conversations

Author

Bae, Sanghwan, Kwak, Donghyun, Kang, Soyoung, Lee, Min Young, Kim, Sungdong, Jeong, Yuin, Kim, Hyeri, Lee, Sang-Woo, Park, Woomyoung, and Sung, Nako

Subjects
Computer Science - Computation and Language, Computer Science - Artificial Intelligence
Abstract

Remembering important information from the past and continuing to talk about it in the present are crucial in long-term conversations. However, previous literature does not deal with cases where the memorized information is outdated, which may cause confusion in later conversations. To address this issue, we present a novel task and a corresponding dataset of memory management in long-term conversations, in which bots keep track of and bring up the latest information about users while conversing through multiple sessions. In order to support more precise and interpretable memory, we represent memory as unstructured text descriptions of key information and propose a new mechanism of memory management that selectively eliminates invalidated or redundant information. Experimental results show that our approach outperforms the baselines that leave the stored memory unchanged in terms of engagingness and humanness, with larger performance gap especially in the later sessions., Comment: Accepted to EMNLP2022 Findings

Published
2022

5. Data Resource Profile: The Cancer Public Library Database in South Korea

Author

Choi, Dong-Woo, primary, Guk, Minyeong, additional, Kim, Hyeri, additional, Ryu, Kwang Sun, additional, Kong, Hyun-Joo, additional, Cha, Hyo Soung, additional, Kim, Hyun-Jin, additional, Chae, Heejung, additional, Jeon, Young Sang, additional, Kim, Hwanhee, additional, Jung, JipMin, additional, Im, Jeong-Soo, additional, and Choi, Kui Son, additional

Published
2024
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13. Supercritical CO2‐Assisted Layer Exfoliation of MAX Ti3AlC2 Nanosheets Without Etching.

Author

Kim, Hyeri, Gwon, Dajeong, Kim, Dohyeong, Kee, Jinho, and Koo, Jaseung

Subjects
*NANOSTRUCTURED materials, *SUPERCRITICAL fluids, *SUPERCRITICAL carbon dioxide, *ELECTRIC conductivity, *ETCHING, *CHEMICAL resistance
Abstract

Although MAX exhibits excellent heat resistance, chemical resistance, and electrical conductivity due to its metallic and ceramic properties, the exfoliation of the MAX sheets with oxidation stability is a key issue in maximizing its advantages and improving its performance. In this study, the supercritical CO2 (scCO2) technique is employed to mechanically exfoliate MAX sheets without chemical etching. The supercritical fluid process is conducted in two continuous steps under different CO2 conditions: supercritical drying and rapid exfoliation of the supercritical suspension (RESS). X‐ray diffraction and scanning electron microscopy results reveal that both supercritical drying (45 °C and 100 bar) and RESS (100 °C and 120 bar) processes are required for MAX sheet exfoliation. During these processes, scCO2 molecules are deeply intercalated into the MAX sheet interlayers. The scCO2‐treated MAX sheets and oxidized MXene exhibit electrical conductivities of 457, 303, and 46 S cm−1 at 100 bar based on the powder resistivity measurement system. Because the layer exfoliation of MAX sheets is closely correlated with the performance of MAX‐based materials, the technique employed in this study can provide a route for applications requiring expanded MAX, ranging from nanoelectronic devices to energy‐storage materials such as supercapacitors and battery anodes. [ABSTRACT FROM AUTHOR]

Published
2024
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17. Toward Sustaining Bioplastics : Add a Pinch of Seasoning

Author

Kim, Hyeri, Shin, Giyoung, Jang, Min, Nilsson, Fritjof, Hakkarainen, Minna, Kim, Hyo Jung, Hwang, Sung Yeon, Lee, Junhyeok, Park, Sung Bae, Park, Jeyoung, Oh, Dongyeop X., Jeon, Hyeonyeol, Koo, Jun Mo, Kim, Hyeri, Shin, Giyoung, Jang, Min, Nilsson, Fritjof, Hakkarainen, Minna, Kim, Hyo Jung, Hwang, Sung Yeon, Lee, Junhyeok, Park, Sung Bae, Park, Jeyoung, Oh, Dongyeop X., Jeon, Hyeonyeol, and Koo, Jun Mo

Abstract

Modern society can no longer sustain accumulating plastic pollution without intervention; plastic waste has even found its way into the food that we consume. Unfortunately, biodegradable alternatives lack sound commercial and economic distinctiveness because mechanical strength and biodegradability are typically mutually exclusive. Inspired by fine cuisine, we introduce a novel synthetic method, referred to as “seasoning”, which consists of adding a minimal amount of a biobased multifunctional monomer to pinch the amorphous domains of poly(butylene succinate). Seasoning with only 0.03 mol % of a biobased monomer led to a significantly improved oxygen barrier, high strength (86 MPa), and excellent elongation at break (654%). To the best of our knowledge, this “seasoning” approach with the significant property improvement provided is unique in the bioplastics research field. The proposed approach is highly scalable, relies on existing industrial production, and has the potential to expand current biodegradable plastic applications through its simplicity., QC 20230626

Published
2023
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18. Enhanced thermal conductivity of polyamide nanocomposites involving expanded graphite–carbon nanotube network structure using supercritical CO2.

Author

Kee, Jinho, Kim, Dohyeong, Kim, Hyeri, and Koo, Jaseung

Subjects
THERMAL conductivity, POLYMERIC nanocomposites, NANOCOMPOSITE materials, SUPERCRITICAL fluids, CARBON nanotubes, SUPERCRITICAL carbon dioxide
Abstract

In this study, supercritical carbon dioxide (scCO2) was used to form a network structure of expanded graphite (EG) and multi-walled carbon nanotube (MWCNT) to achieve high thermal conductivity. Continuous processes, such as supercritical drying and rapid expansion of supercritical solutions were applied to pristine graphite and MWCNT. Polyamide 6 (PA6) nanocomposites with scCO2-treated EG and MWCNT were prepared by twin-screw extruder-based melt compounding. In the PA6 nanocomposites, the EG sheets were homogenously dispersed, while the MWCNTs were located between the EG sheets, thereby acting as a bridge for the EG. Subsequently, the 35 wt.% imbedding in PA6 nanocomposite had an effective heat transfer pathway and high thermal conductivity (2.12 W m−1 K−1). It was observed that supercritical fluid processing is a facile and effective strategy to improve the thermal conductivity of polymer nanocomposites. [ABSTRACT FROM AUTHOR]

Published
2023
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21. Toward Sustaining Bioplastics: Add a Pinch of Seasoning

Author

Kim, Hyeri, primary, Shin, Giyoung, additional, Jang, Min, additional, Nilsson, Fritjof, additional, Hakkarainen, Minna, additional, Kim, Hyo Jung, additional, Hwang, Sung Yeon, additional, Lee, Junhyeok, additional, Park, Sung Bae, additional, Park, Jeyoung, additional, Oh, Dongyeop X., additional, Jeon, Hyeonyeol, additional, and Koo, Jun Mo, additional

Published
2023
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22. Gut microbial shifts by synbiotic combination of Pediococcus acidilactici and lactulose in weaned piglets challenged with Shiga toxin-producing Escherichia coli

Author

Guevarra, Robin B., primary, Kim, Eun Sol, additional, Cho, Jin Ho, additional, Song, Minho, additional, Cho, Jae Hyoung, additional, Lee, Jun Hyung, additional, Kim, Hyeri, additional, Kim, Sheena, additional, Keum, Gi Beom, additional, Lee, Chan Ho, additional, Cho, Won Tak, additional, Watthanaphansak, Suphot, additional, and Kim, Hyeun Bum, additional

Published
2023
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25. Analysis of antibiotic resistance genes in pig feces during the weaning transition using whole metagenome shotgun sequencing

Author

Keum, Gi Beom, primary, Kim, Eun Sol, additional, Cho, Jinho, additional, Song, Minho, additional, Oh, Kwang Kyo, additional, Cho, Jae Hyoung, additional, Kim, Sheena, additional, Kim, Hyeri, additional, Kwak, Jinok, additional, Doo, Hyunok, additional, Pandey, Sriniwas, additional, Kim, Hyeun Bum, additional, and Lee, Ju-Hoon, additional

Published
2023
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26. Correlation between computed tomography findings and laboratory test-derived severity score in patients with severe acute alcoholic hepatitis

Author

Kim, Hyeri

Subjects
Inflammation, Liver, Cirrhosis, Laboratory tests, Acute, CT
Abstract

Purpose Methods and materials Results Conclusion Personal information and conflict of interest References, Purpose: The aim of this study was to investigate the correlation between various computed tomography (CT) findings and severe acute alcoholic hepatitis...

Published
2023
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28. Complete genome sequence of Lactococcus taiwanensis strain K_LL004, encoding hydrolytic enzymes of plant polysaccharides isolated from grasshopper (Oxya chinensis sinuosa)

Author

Doo, Hyunok, primary, Kim, Hyeri, additional, Cho, Jin Ho, additional, Song, Minho, additional, Kim, Eun Sol, additional, Cho, Jae Hyoung, additional, Kim, Sheena, additional, Keum, Gi Beom, additional, Kwak, Jinok, additional, Pandey, Sriniwas, additional, Kim, Hyeun Bum, additional, and Lee, Ju-Hoon, additional

Published
2022
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29. Exploring the Microbial Community and Functional Characteristics of the Livestock Feces Using the Whole Metagenome Shotgun Sequencing

Author

Kim, Hyeri, primary, Kim, Eun Sol, additional, Cho, Jin Ho, additional, Song, Minho, additional, Cho, Jae Hyoung, additional, Kim, Sheena, additional, Keum, Gi Beom, additional, Kwak, Jinok, additional, Doo, Hyunok, additional, Pandey, Sriniwas, additional, Park, Seung-Hwan, additional, Lee, Ju Huck, additional, Jung, Hyunjung, additional, Hur, Tai Young, additional, Kim, Jae-Kyung, additional, Oh, Kwang Kyo, additional, Kim, Hyeun Bum, additional, and Lee, Ju-Hoon, additional

Published
2022
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30. Enhanced Mechanical Properties of Poly(butylene adipate-co-terephthalate)/Cellulose Nanocrystal Nanocomposites Obtained by In Situ Polymerization

Author

Kim, Hyeri, primary, Jeon, Hyeonyeol, additional, Lee, Minkyung, additional, Park, Seul-A, additional, Kim, Seon-Mi, additional, Park, Sung Bae, additional, Kim, Kyung Youn, additional, Kim, Seong Dong, additional, Oh, Dongyeop X., additional, Koo, Jun Mo, additional, Hwang, Sung Yeon, additional, and Park, Jeyoung, additional

Published
2022
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36. Sustainable Poly(butylene adipate-co-furanoate) Composites with Sulfated Chitin Nanowhiskers: Synergy Leading to Superior Robustness and Improved Biodegradation

Author

Thanh, Truong Vu, primary, Hao, Lam Tan, additional, Cho, Ha-Young, additional, Kim, Hyeri, additional, Park, Seul-A, additional, Lee, Minkyung, additional, Kim, Hyo Jeong, additional, Jeon, Hyeonyeol, additional, Hwang, Sung Yeon, additional, Park, Jeyoung, additional, Oh, Dongyeop X., additional, and Koo, Jun Mo, additional

Published
2022
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44. The transcription factor ORA59 exhibits dual DNA binding specificity that differentially regulates ethylene- and jasmonic acid-induced genes in plant immunity

Author

Yang, Young Nam, primary, Kim, Youngsung, additional, Kim, Hyeri, additional, Kim, Su Jin, additional, Cho, Kwang-Moon, additional, Kim, Yerin, additional, Lee, Dong Sook, additional, Lee, Myoung-Hoon, additional, Kim, Soo Young, additional, Hong, Jong Chan, additional, Kwon, Sun Jae, additional, Choi, Jungmin, additional, and Park, Ohkmae K, additional

Published
2021
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50. Gut Microbial Shifts By Synbiotic Combination of Pediococcus Acidilactici and Lactulose In Weaned Piglets Challenged With Shiga Toxin-Producing Escherichia coli

Author

Guevarra, Robin B., primary, Cho, Jae Hyoung, additional, Cho, Jin Ho, additional, Song, Minho, additional, Lee, Jun Hyung, additional, Kim, Hyeri, additional, Kim, Sheena, additional, Kim, Eun Sol, additional, Keum, Gi Beom, additional, Kang, Jung Sun, additional, Cho, Won Tak, additional, Lee, Chan Ho, additional, Watthanaphansak, Suphot, additional, Kim, In Ho, additional, and Kim, Hyeun Bum, additional

Published
2021
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