Embedded Files
International Journals
Publication List (bold - Yoon group members and alumni )
2026
29) Hongchul Shin, Soonyeong Jung, Chanhyuk Moon, Hyunjin Cho, Taeyoung Yoon† "Transformer Model for Predicting Microstructure of High Entropy Alloy", Modern Physics Letters B, (In preparation)
32) Chanhyuk Moon, Taeyoung Yoon† "Molecular Dynamics Investigation of Helium Bubble Stability in CoCrCuFeNi High-Entropy Alloy at Extreme Temperatures", (In preparation)
31) Hongchul Shin*, Yujin Park*, Taeyoung Yoon† "Elucidating the Impact of LLPS Formation Pathways of Silk IDRs on Molecular Network Topology and Bulk Material Properties via CGMD", (In preparation)
30) Jongwook Kim*, Soonyeong Jung*, Hongchul Shin† Taeyoung Yoon† "AI-based Multiphysics Modeling for Low-Noise Motor Design", (In preparation)
29) Hongchul Shin, Chanhyuk Moon, Hyunjin Cho, Taeyoung Yoon† "Development of a Machine Learning Model for Predicting Mechanical Properties, Dislocations, Crystal Structure of CoCrCuFeNi High Entropy Alloy", Acta Materialia, (In preparation)
28) Woobum Park, Taeyoung Yoon*, Juneseok You*, Sungsoo Na*, "Investigation of Silk Protein-Based ARF Photoresist Using QM/MM Simulations", Biomacromolecules (In preparation)
27) Seokhyeon Ham, Woobum Park, Taeyoung Yoon†, Sungsoo Na†, "Atomistic Investigation of Additively manufactured Inconel 718 : Microstructural Evolution and Creep Mechanisms", Additive Manufacturing (In preparation)
26) Hongchul Shin, Songhee Lim, Chaehyun Kim, Taeyoung Yoon† "Sequence-Driven Mechanical Sabotage of Amyloid Fibrils via Transformer-Based Prediction and Reinforcement Learning", International Journal of Biological Macromolecules, (Under review)
25) Hyunjae Song, Yujin Park, Hongchul Shin† Taeyoung Yoon†,"Combustion Strategies and Emission Control of Ammonia-Fueled Engines for Marine Applications", Journal of Mechanical Science & Technology, (Under review)
24) Hongchul Shin, Yujin Park, Taeyoung Yoon†,"HDPEC in Enhancing Fatigue Life and Mechanical Properties of Metals: A Comprehensive Review", Journal of Mechanical Science & Technology, (Under review)
23) Hongchul Shin*, Songhee Lim*, Junbin Yeom, Taeyoung Yoon†,"Electric Field–Mediated Attenuation of Mechanical Stability in Amyloid K16 Mutants", Bioelectrochemistry, (Under review)
22) Hongchul Shin, Yujin Park, Chaehyun Kim, Taeyoung Yoon† "Development of a Natural Language-to-JSON Model for Robotic Automation CAD using QLoRA-based Efficient Fine-Tuning", Journal of Engineering Design, (Under review)
21) Tae Hyeon Kim‡, Sushanta K. Das‡, Muhaiminul Islam, Jongwoo Hong, Junbin Yeom, Hongchul Shin, Taeyoung Yoon* and Seong Chan Jun*, "Roll-to-Roll Compatible Flexible Asymmetric Supercapacitor Based on MXene/MOF-Derived Fe2O3 Anode and MOF-Derived MnCo2O4 Cathode with Abundant Redox-Active Sites", Composites Part B: Engineering (Under review)
20) Taeyoung Yoon*, Joohyung Park, Daeil Park, Kyoungwhan Che, Hongchul Shin, Soomin Jung, Chang-Hwan Choi, Juneseok You*, Jinsung Park* and Sungsoo Na*, "Electrochemical Regeneration of Catechol-fouled Graphene Investigated by Molecular Dynamics and Electrochemical Analysis", Desalination (Under review)
2025
19) Hongchul Shin, Yujin Park, Jubin Yeom, Sungsoo Na*, Taeyoung Yoon*, "Systematic Evaluation of Attention Mechanisms in Transformer Models for De Novo UTS-Driven Silk Protein Sequence Design", Journal of Computational Design and Engineering, (ISSN : 2288-5048, Top 6.4%, IF : 6.1)
18) Hongchul Shin, Taeyoung Yoon*, Sungmin Yoon*, "Closed-Form Physics-Informed Extension of Griffith's Law for HDPEC-Retarded Crack Growth", Modern Physics Letters B (ISSN : 0217-9849, Top 22.1%, IF : 2.2)
17) Jongmin Shin, Songhee Lim, Taeyoung Yoon†, Juneseok You†, "Self-Assembly of Rolling Circle Amplification DNA into Nano-particles using Mg2+ and ppi", JOURNAL OF SENSOR SCIENCE AND TECHNOLOGY (ISSN : 1225-5475, SCOPUS)
16) Jongwoo Hong, Amar M. Patil, Junghyun Joo, Ling kang, Songhee Lim, Junbin Yeom, Taehyeon Kim, Sushanta K. Das, Muhaimunul Islam, Jaewoon Min, Taeyoung Yoon* and Seong Chan Jun*, "Self-Assembled Cu3P@NiCo2O4 Core-Shell Binder-Free Heterostructure Electrodes for High-Energy All-Solid-State Supercapacitor", Small (ISSN : 1613-6829, Top 7.2%, IF: 12.1)
15) Hongchul Shin, Taeyoung Yoon*, Sungmin Yoon*, "Fatigue life predictor: Predicting Fatigue Life of Metallic Material using LSTM with Contextual Attention Model", RSC Advances (ISSN : 2046-2069, Q2, IF: 3.9)
14) Wooboum Park*, Taeyoung Yoon*, Changwhan Choi, Juneseok You, Sungsoo Na, "Hydrophilic/Hydrophobic functionalization of HFBI-Graphene composite using intensity and direction of external electric field: in silico study", Progress in Organic Coatings (ISSN : 0300-9440, Top 6.5%, IF: 6.5)
2024
13) Wooboum Park*, Taeyoung Yoon*, Juneseok You, Sungsoo Na, "Application of Silk Light Chain Surfactant on Graphene Composite Surface: A Molecular Dynamics and Electrochemical Experiments", ACS Applied Materials & Interfaces (ISSN : 1944-8244 , Top 15.6%, IF: 8.3)
12) Joohyung Park, Kuewhan Chai, Woong Kim, Taeyoung Yoon, Hyunjoon Park, Woochang Kim, Junseok You, Sungsoo Na, Jinsung Park, "Highly enhanced Hg2+ detection using optimized DNA and a double coffee ring effect-based SERS map," Biosensors & Bioelectronics Vol.264 Nov. 2024 116646 (ISSN : 0956-5663 / I.F. : 10.7 / Top 2.5%)
11) Hongchul Shin*, Taeyoung Yoon, Juneseok You, and Sungsoo Na. "A Study of Forecasting the Nephila Clavipes Silk Fiber's Ultimate Tensile Strength Using Machine Learning Strategies", 2024 , Journal of the Mechanical Behavior of Biomedical Materials, 157 : 106643. (ISSN : 751-6161 / I.F. : 3.3 / Top 43%)
10) Taeyoung Yoon*, Wooboum Park*, Juneseok You and Sungsoo Na, "Investigation of Direct Electron Transfer of Glucose Oxidase on a Graphene-CNT Composite Surface: A Molecular Dynamics Study Based on Electrochemical Experiments", 2024, Nanomaterials, 14(13), 1073. (ISSN : N/A / I.F. : 4.4 / Top 29.8%)
9) Hongchul Shin*, Taeyoung Yoon*, Wooboum Park, Juneseok You, and Sungsoo Na. "Unraveling the Mechanical Property Decrease of Electrospun Spider Silk: A Molecular Dynamics Simulation Study", 2024, ACS Applied Bio Materials, 7, no. 3 : 1968-75. (ISSN : 2576-6422 / I.F. : 4.6 / Top 46.8%)
8) Wooboum Park*, Taeyoung Yoon*, Hyunjoon Chang, Juneseok You and Sungsoo Na, "An atomistic scale simulation study of structural properties in the silk–fibrohexamerin complex", 2024, Nanoscale, 16(2), 821-832. (ISSN : 2040-3364 / I.F. : 5.8 / Top 24.1%)
2023
7) Taeyoung Yoon*, Hongchul Shin*, Wooboum Park, Yoonjung Kim, and Sungsoo Na. "Biochemical Mechanism Involved in the Enhancement of the Young's Modulus of Silk by the Spice Protein", 2023 , Journal of the Mechanical Behavior of Biomedical Materials, 143 : 105878. (ISSN : 1751-6161 / I.F. : 3.3 / Top 43%)
6) Taeyoung Yoon*, Wooboum Park*, Yoonjung Kim, Hyunsung Choi, Soonchung Chung, Joonsong Park, Hyunjoon Chang and Sungsoo Na, "Silk-based organic photoresists for extreme ultraviolet lithography: a multiscale in silico study", 2023, Journal of Materials Chemistry C, 11(13), 4415-4425. (ISSN : 2050-7526 / I.F. : 5.7 / Top 15.2%)
5) Yoonjung Kim, Taeyoung Yoon, Wooboum Park, and Sungsoo Na. "Predicting Mechanical Properties of Silk from Its Amino Acid Sequences Via Machine Learning", 2023 , Journal of the Mechanical Behavior of Biomedical Materials, 140 : 105739. (ISSN : 1751-6161 / I.F. : 3.3 / Top 43%)
4) Taeyoung Yoon*, Wooboum Park, Yoonjung Kim and Sungsoo Na, "Electric field-mediated regulation of enzyme orientation for efficient electron transfer at the bioelectrode surface: A molecular dynamics study", 2023, Applied Surface Science, 608, 155124. (ISSN : 0169-4332 / I.F. : 6.7 / Top 2.5%)
2021
3) Yoonjung Kim, Hyunjoon Chang, Taeyoung Yoon, Woobum Park, Hyunsung Choi and Sungsoo Na, "Nano-fishnet formation of silk controlled by Arginine density", 2021, Acta Biomaterialia, 128, 201-208. (ISSN : 1742-7061 / I.F. : 9.4 / Top 7%)
2020
2) Taeyoung Yoon*, Inchul Baek, Seonwoo Lee, Hyunsung Choi, Seongho Yoon, Howon Lee, Sun Ung Kim, S. NA, "Immobilization of Laccase on a Graphene Interface: Direct Electron Transfer and Molecular Dynamics Study" Applied Surface Science Volume 521, 15 August 2020, 146378 (ISSN : 0169-4332 / I.F. : 6.7 / Top 2.5%)
2018
1) Hyunsung Choi, Taeyoung Yoon, Sungsoo Na, "Length-dependent manifestation of vibration moderegulates a specific intermediate morphology of Aβ17-42 in differentenvironments," Chemphyschem DOI:// 10.1002/cphc.20180001
Domestic Journals
2024
5) 윤태영, 나성수, "카테콜로 오염된 그래핀의 전기화학적 재생기법: 분자동역학 연구", 대한기계학회 논문집 A
2023
4) 박우범, 윤태영, 김윤중, 나성수, "실크 단백질을 이용한 친환경 나노 소재 물성 분석:분자동역학 및 탄설네트워크 모델을 이용한 연구", 한국소음진동학회 논문집, pp128-134
2022
3) 윤태영, 김윤중, 박우범, 신홍철, 나성수, "전산역학을 이용한 외부 전기장 기반 효소 방향성 제어를 통한 전자 전달 개선 기법," 대한기계학회 논문집 A Vol. 46, No.12 pp1081-1087
2021
2) 윤태영, 최현성, 장현준, 김윤중, 박우범, 나성수, "그래핀 표면에서의 라카아제 효소의 동적 거동 및 고정: 분자동역학을 이용한 연구", 한국소음진동공학회논문집 제31 권 제5 호
1) 김윤중, 윤태영, 박우범, 장현준 , 나성수, "실크섬유의 주성분 분석 기반 물성해석" 한국소음진동공학회논문집 제31 권 제4 호, pp. 419~423, 2021
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