PUBLICATION

International Journal Papers (*: Corresponding author)

2023--------------------------------------------------------------------------------------------------------------------------------------------

1. M. Lee*, J. Doh*, H. Moon, and G. Lee*, "Machine Learning-Based Causality Analysis of Human Resource Practices on Firm Performance," IEEE Access, 2023, 1st Revision, (ISSN:2169-3536 / SCIE / IF:3.476).

2. J. Yoon and J. Doh*, "Deep Learning Model on 2-Dimensional Image Data using Convolutional Autoencoder and Fully Connected Neural Networks: Application to Computational Fluid Dynamics," Scientific Reports, 2023, 1st Revision, (ISSN:2045-2322 / SCIE / IF:4.997).

3. J. Yoon, M. Kim, Q. Nilam, S. Kim*, and  J. Doh*, "Enhancing UAV Hovering Stability in Crosswinds via Evolutionary Learning-Based PID Control," Mathematics, 2023, 1st Revision, (ISSN:2227-7390  / SCIE / IF:2.592).

4. V. Dhand, Y. Jeon, J. Doh*, G. Han, S. Kim*, and K. Y. Rhee*, "Synthesis and Consolidation Strategies for The Thermo-Resistant Alloys and Their General Applications : A Current Scenario," Nanotechnology Review, 2023, 2nd Under Review, (ISSN:2191-9097 / SCIE / IF:7.848).

5. J. Yoon, K. Lim, S.-i. Park*, and J. Doh*, "Multi-Objective Optimization of Aerodynamic Blade Shapes for Quadcopter System to Enhance Hovering Thrust and Power Consumption Efficiency," International Journal of Aeronautical and Space Science, 2023, Accepted, (ISSN:2093-274X / SCIE / IF:1.233).

6. J. Doh* "Bayesian Inference-Based Prognosis of Fatigue Damage for MPPO Polymer Using Zhurkov Fatigue Life Model," Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2023, Accepted, (ISSN:1748-006X / SCIE / IF:1.891).

7. J. R. Pawar, R. S. Phatak, N. M. Qureshi, A. E. Singh, M. D. Shinde, D. P. Amalnerkar*, and J. Doh, "Contemporary Trends in Active and Intelligent (Polymer) Nanocomposite Based Food Packaging Systems for Food Safety and Sustainability in the Modern Aeon," Current Materials Science,  2023, Accepted, (ISSN:2666-1454 / SCOPUS). 

8. C. Han*, J. Doh*, "Investigation of Fatigue Characteristics for Heat Exchanger Tube in Air Conditioner: Effect of Surface Defect and Environmental Factor," International Journal of Precision Engineering and Manufacturing, 2023, Vol. 24,  pp. 867-875, (ISSN:2234-7593 / SCIE / IF:2.041).

9. P. J. Bora*, Chandana G, B. Mahanta, J. Doh, P. C. Ramamurthy, and N. Raghavan*, "Optimization of PDMS -MWCNT Nanocomposites for Strong Ku-band Absorption by Integrating Microwave Simulations and Genetic Algorithm," Composites Communications, 2023, Vol. 39, pp. 101568, (ISSN:2452-2139 / SCIE / IF:7.568).  

10. A. R. Junejo, N. U. Gilal, J. Doh*, "Physics-Informed Optimization of Robust Control System to Enhance Power Efficiency of Renewable Energy: Application to Wind Turbine," Energy, 2023, Vol. 263, Part B, pp. 125667 (ISSN:0360-5442 / SCIE / IF:8.857).

11. R. Abbasi, A. K. Bashir, H. J. Alyamani, F. Amin, J. Doh, and J. Chen*, "Lidar Point Cloud Compression, Processing and Learning for Autonomous Driving," IEEE TRANSACTIONS ON INTELLIGENT  TRANSPORTATION SYSTEMS, 2023, Vol. 24, Issue 1, pp. 962-979 (ISSN:1524-9050 / SCIE / IF:9.551).

2022--------------------------------------------------------------------------------------------------------------------------------------------

12. J. Ahn, J. Doh, S. Kim*, and S-I, Park*, "Knowledge-Based Design Algorithm for Support Reduction of Material Extrusion Additive Manufacturing," Micromachines, Vol. 13, No. 10, pp. 1672, 2022, (ISSN:2072-666X / SCIE / IF:3.523).

13. J. Yoon and J. Doh*, "Optimal PID Control for Hovering Stabilization of Quad-Copter Using Long Short Term Memory: Comparison with Experimental Balancing Test," Advanced Engineering Informatics, Vol. 53, pp. 101679, 2022, (ISSN:1474-0346  / SCIE / IF:5.603).

14. M. Joo, J. Yoon, A. R. Junejo, and J. Doh*, "Optimization: Drone-Operated Metal Detection Based on Machine Learning and PID Controller," International Journal of Precision Engineering and Manufacturing, Vol. 23, Issue 5, pp. 503–515, 2022, (ISSN:2234-7593 / SCIE / IF:2.106).

15. J. Doh*, N. Raju, N. Raghavan, D. W. Rosen, and S. Kim*, "Bayesian Inference-Based Decision of Fatigue Life Model for Metal Additive Manufacturing Considering Effects of Build Orientation and Post-Processing," International Journal of Fatigue, Vol. 155, pp. 106535, 2022, (ISSN:0142-1123 / SCIE / IF:5.186).

2021--------------------------------------------------------------------------------------------------------------------------------------------

16. M. Kim, H. Ryu, T. Kim, Y. Kim, J. Doh*, and S. Kim*, "The Design Improvement of A Rotary-Wing Aircraft Frame considering Fatigue Life and Fracture Characteristics," International Journal of Aeronautical and Space Science, Vol. 22, pp. 1313–1320, 2021 (ISSN:2093-274X / SCIE / IF:0.902). 

17. K. Pugalenthi, P. L. T. Duong, J. Doh, S. Hussain, M. H. Jhon, and N. Raghavan*, "Online Prognosis of Bimodal Crack Evolution for Fatigue Life Prediction of Composite Laminates using Particle Filters," Applied Sciences, Vol. 11, No. 13, pp. 6046, 2021, (ISSN:2076-3417 / SCIE / IF:2.679)  

18. J. Doh, S.-I. Park*, Q. Yang, and N. Raghavan, "Uncertainty Quantification of Percolating Electrical Conductance for Wavy Carbon Nanotube-Filled Polymer Nanocomposites Using Bayesian Inference," Carbon, Vol. 172, pp. 308-323, 2021, (ISSN:0008-6223 / SCIE / IF:9.594).

2020--------------------------------------------------------------------------------------------------------------------------------------------

19. S. H. Hur, J. Doh, Y. Yoo, S.-W. Kim, and J. Lee*, "Stress-Life Prediction of 25 ℃ Polypropylene Materials Based on Calibration of Zhurkov Fatigue Life Model," Fatigue and Fracture of Engineering Materials and Structures, Vol. 43, Issue 8, pp. 1784-1799, 2020, (ISSN:1460-2695 / SCIE / IF:3.459).

20. J. Doh*, Q. Yang, and N. Raghavan, "Reliability-based robust design optimization of polymer nanocomposites to enhance percolated electrical conductivity considering correlated input variables using multivariate distributions," Polymer, Vol. 186, pp. 122060, 2020, (ISSN:0032-3861 / SCIE / IF:4.43).

2019--------------------------------------------------------------------------------------------------------------------------------------------

21. J. Doh*, S.-I. Park, Q. Yang, and N. Raghavan, "The Effect of Carbon Nanotube Chirality on the Electrical Conductivity of Polymer Nanocomposites Considering Tunneling Resistance," Nanotechnology, Vol. 30, No. 46, pp. 465701-16, 2019, (ISSN:0957-4484 / SCIE / IF:3.874).

22. J. Doh, S. H. Hur, and J. Lee*, “Viscoplastic Parameter Identification for Temperature-Dependent Mechanical Behavior of Modified Polyphenylene Oxide Polymers,” Polymer Engineering & Science, Vol. 59, No. S1, pp. E200-E211, 2019, (ISSN:1548-2634 / SCIE / IF:2.428).

2018--------------------------------------------------------------------------------------------------------------------------------------------

23. J. Doh, S.-W. Kim, and J. Lee*, “Reliability Assessment on the Degradation Properties of Polymers under Operating Temperature and Vibration Conditions”, Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 232, No. 13, pp. 1782-1798, 2018, (ISSN:0954-4070 / SCIE / IF:1.484).

24. M. Joo, J. Doh, and J. Lee*, “Determination of the Best Distribution and Effective Interval using Statistical Characterization of Uncertain Variables,” Journal of Computational Design and Engineering, Vol. 5, No. 3, pp. 358-367, 2018, (ISSN:2288-4300 / SCIE / IF:5.86).

25. J. Doh, Y. Kim, and J. Lee*, “Reliability-Based Robust Design Optimization of the Gap Size of Annular Nuclear Fuels in the Pressurized Water Reactor Using Kriging and Inverse Distance Weighting Method,” Engineering Optimization, Vol. 50, No. 12, pp. 2161-2176, 2018, (ISSN:0305-215X / SCIE / IF:3.23).

26. J. Doh and J. Lee*, “Bayesian Estimation of the Lethargy Coefficient for Probabilistic Fatigue Life Model,” Journal of Computational Design and Engineering, Vol. 5, No. 2, pp. 191-197, 2018, (ISSN:2288-4300 / SCIE / IF: 5.86).

2017--------------------------------------------------------------------------------------------------------------------------------------------

27. S. Yoo, J. Doh, J. Lim, O. Kang , J. Lee, and K. Kang*, “Topologically Optimized Shape of CFRP  Front Lower Control Arm,” International Journal of Automotive Technology,  Vol. 18, No. 4, pp. 625-630, 2017 (ISSN:1229-9138 / SCIE / IF:1.269).

2016--------------------------------------------------------------------------------------------------------------------------------------------

28. J. Doh and J. Lee*, “Prediction of the Mechanical Behaviors of Double Walled-CNTs Using Molecular Mechanics-Based Finite Element Method: Effects of Chirality,” Computers and Structures, Vol. 169, pp. 91-100, 2016 (ISSN:0045-7949 / SCIE / IF:4.578).

29. J. Doh, S. U. Lee and J. Lee*, “Back-Propagation Neural Network-Based Approximate Analysis of True Stress-Strain Behaviors of High Strength Metallic Material,” Journal of Mechanical Science and Technology, Vol. 30, No. 3, pp. 1233-1241, 2016 (ISSN:1738-494X  / SCIE / IF:1.734).

2014--------------------------------------------------------------------------------------------------------------------------------------------

30. Y.-D. Kwon*, K.-T. Roh, S.-S. Kim, and J. Doh, “Regression of The Recovery Rate of ACM Rubber Gasket for Long-Term Performances,” Journal of Testing and Evaluation, Vol. 42, No. 3, pp. 557-567, 2014 (ISSN:0090-3973 / SCIE / IF:1.264).

2013--------------------------------------------------------------------------------------------------------------------------------------------

31. H.-S. Lee, C. Kim, Y.-D. Kwon*, and J. Doh, “Long-term life prediction of polyacrylate rubber (ACM) gasket with chlorine cure sites using the four-parameter recovery model,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Vol. 227, No. 11, pp. 1536-1545, 2013 (ISSN:0954-4070 / SCIE / IF:1.484).

2011--------------------------------------------------------------------------------------------------------------------------------------------

32. Y.-D. Kwon*, S.-B. Kwon, J. Doh, and H.-K. Kim, “Fluid-Structure-interaction Analysis of Golf Clubs Comprising Air Guides,” International Journal of Modern Physics B, Vol. 25, No. 31, pp. 4289-4293, 2011 (ISSN:0217-9792 / SCI / IF:1.219).

International Conference Proceedings  (*: Corresponding author)

2023--------------------------------------------------------------------------------------------------------------------------------------------

1. J. Bae*, Y. Kim, J. Doh, J. Oh, and S. Kim, "Numerical study on cyclic response of prequalified Carbon Neutrality Dismantle Connection," 9th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Greece, June 12-14, 2023 

2. S. Gu, J. Sim, J. Doh, and S.-i. Park*, "Development of a Design Feature Extraction Method based on an Implicit CAD System and a Convolutional Neural Network to Support Design for Additive Manufacturing," Proceedings of the 9th International Conference on Manufacturing, Machine Design and Tribology, Jeju island, March 8-11, 2023 

3. K. Lim, H. Lee, T.-H. Kim, J. Yoon, S. Kim, S.-i. Park, and J. Doh*, "Deep Learning-based Prediction of Cutting Force to Support Tool Path Optimization on Cutting Process," Proceedings of the 9th International Conference on Manufacturing, Machine Design and Tribology, Jeju island, March 8-11, 2023 

4. H. Lee, K. Lim, T.-H. Kim, B. M. Ku, S. Kim, S.-i. Park, and J. Doh*, "Direct Optimization Technique-Based Calibration of Constitutive Equation for Cutting Force Simulations," Proceedings of the 9th International Conference on Manufacturing, Machine Design and Tribology, Jeju island, March 8-11, 2023 

5. V. Dhand, J. Doh, and S. Kim*, "Ferro-Antiferromagnetic coupling behavior in dysprosium doped samarium iron oxide/polydimethylsiloxane composites and its dynamic mechanical properties," Proceedings of the 9th International Conference on Manufacturing, Machine Design and Tribology, Jeju island, March 8-11, 2023 

2022--------------------------------------------------------------------------------------------------------------------------------------------

6. V. Dhand, M. Kim, J. Doh, K. Rhee, and S. Kim, "Improved tribo-mechanical behavior of bismuth-tin alloy nanoparticle deposited basalt fiber and its epoxy composite – A case study," The 16th International Conference on Multi-functional Materials and Applications, Korea, November 24-25, 2022 

7. J.Doh*, K. Lim, S.-i Park, N. Raghavan, M. Kim, and S. Kim, "Investigation of Electrical Percolation for Straight CNTs-Infused Polymer Nanocomposites via Electromechanical Analysis," The 16th International Conference on Multi-functional Materials and Applications, Korea, November 24-25, 2022 

8. A. R. Junejo, H. Ryu, W. Noh, N. Raghavan, S. Kim, and J. Doh*, “Multi-Physics Simulation-Based Prognosis of Titanium Dioxide Nanoparticles-Embedded Solar Cell,” The 29th edition of the IEEE International Symposium on the Physical and Failure Analysis of Integrated Circuits (IPFA 2022), Singapore, July 18-21 (2022).

2018--------------------------------------------------------------------------------------------------------------------------------------------

9. S. Lee, J. Doh, and J. Lee*, “Prognosis of Lithium-Ion Batteries Considering Cycle and Storage Conditions,” Fourth European Conference of Prognostics and Health Management Society, Utrecht, Netherlands, July 3-6 (2018).

2017--------------------------------------------------------------------------------------------------------------------------------------------

10. J. Doh and J Lee*, “The Lethargy Coefficient Estimation of the Probabilistic Fatigue Life Model Using the Markov Chain Monte Carlo,” Asia Pacific Conference of the Prognostics and Health Management Society 2017, Jeju, Korea, July 12-15 (2017).

11. M Joo, J. Doh, Y. Jang, H. Jang, J. Park, and J. Lee*, “Statistical Modeling for Reliability Assessment Using Rubber Stiffness Data of the Automotive Engine Mount,” Asia Pacific Conference of the Prognostics and Health Management Society 2017, Jeju, Korea, July 12-15 (2017).

12. J. Doh and J. Lee*, “Reliability Based Design Optimization of The Gap Size of Annular Nuclear Fuels in Pressurized Water Reactor (PWR),” 12th World Congress of Structural and Multidisciplinary Optimisation, Braunschweig, Germany, June 5-9 2017.

2016--------------------------------------------------------------------------------------------------------------------------------------------

13. J. Doh, J. Byun, and J. Lee*, “Bayesian Approach for the Lethargy Coefficient Estimation in the Probabilistic Creep-Fatigue Life Model,” Annual Conference of the Prognostics and Health Management Society 2016, Denver, CO, Oct. 2-8, (2016). 

14. S. Yoo, J. Lim, J. Doh, O. Kang , J. Choi, J. Lee, and K. Kang*, “Feature/Thickness Optimization of CFRP Front Lower Control Arm,” FISITA 2016 World Automotive Congress, Busan, Korea, Sep. 26-30, (2016).

15. J. Doh, and J. Lee*, “Reliability Assessment on Stress Degradation of Polymer Materials in Automotive Component Design,” Asian Congress of Structural and Multidisciplinary Optimization 2016, Nagasaki, Japan, May 22-26 (2016).

2015--------------------------------------------------------------------------------------------------------------------------------------------

16. J. Doh, and J. Lee*, “Reliablity Based Design Optimization Using Bayesian Reliability Neural Networks,” Proceedings of the 11th World Congress on Structural and Multidisciplinary Optimization, Sydney, Australia, June 7-12 (2015).

2014--------------------------------------------------------------------------------------------------------------------------------------------

17. J. Doh, J. Yun, and J. Lee*, “Approximate Analysis of True Stress-Strain Behaviors of High Strength Metallic Material Using Back-Propagation Neural Network,” Proceedings of the 8th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Gyeongju, Republic Of Korea, May 25-29 (2014).

18. J. Doh and J. Lee*, “Role of Evolutionary and Soft Computing Techniques in Engineering Design and Optimization,” Proceedings of the 8th China-Japan-Korea Joint Symposium on Optimization of Structural and Mechanical Systems, Gyeongju, Korea, May 25-29, (2014). 

Domestic Papers  (*: Corresponding author)

2023--------------------------------------------------------------------------------------------------------------------------------------------

1. 최민혁, 이현승, 김시후, 방진홍, 임기훈, 도재혁*, (2023), "롤러형 압전 에너지 하베스팅 시스템 설계 최적화," Transactions of Korea Society of Mechanical Engineers C, Accepted, (ISSN: 1226-4873).

2. M. Choi, S. Yeo, W. Noh, M. Kim, and J. Doh*, (2023), "Process Optimization of Carbon Nanotube-Reinforced Polymer Composites to Enhance Mechanical Property Using the Taguchi Method," Journal of  Applied Reliability, Vol. 23, No. 1, pp. 229-239, (ISSN: 1738-9895).

2022--------------------------------------------------------------------------------------------------------------------------------------------

3. J. Doh*, T. H. Kim*, B. M. Ku, (2022), "Prediction of Cutting Force by Type of Constitutive Equation Used in Cutting Simulation," Journal of the Korean Society of Manufacturing Technology Engineers, Vol. 31, No. 6, pp. 460-469, (ISSN:2508-5107) 

4. J. Yoon, W. Noh, and J. Doh*, (2022), "Influence on Lift Coefficient According to Hump Size of Fixed Wing Natural-Inspired from Pectoral Fin of Humpback Whale," Journal of the Korean Society of Manufacturing Process Engineers, Vol. 21, No. 11, pp. 17-22, (ISSN: 1598-6721)

5. K. Lim, H. Ryu, J. Sim, C. Han*, and J. Doh*, (2022) "Reliability-Based Design Optimization of Bearing Housing for Drive Shaft of Heat Exchanger Cooling Fan," Journal of  Applied Reliability, Vol. 22, No. 3, pp. 229-239, (ISSN: 1738-9895).

6. J. Yoon, H. Moon, and J. Doh*, (2022) "Study on Hovering Stability of Quad-Rotor System via Enhanced PID Control Simulation," Transactions of Korea Society of Mechanical Engineers A, Vol. 46, No. 9, pp. 843-852, (ISSN: 1226-4873).

7. J. Ahn, J. Doh, and S.-I. Park*, (2022), "Development of a Field-Driven Computer Aided Design System for Design for Additive Manufacturing," Transactions of Korea Society of Mechanical Engineers A, Vol. 46, No. 7, pp. 645-654, (ISSN: 1226-4873).

8. J. Yoon, W. Noh, and J. Doh*, (2022), "A Study on Hovering Performance of Personal Air Vehicle According to Rotor Distance via Computational Fluid Dynamics," Journal of the Korean Society of Manufacturing Process Engineers, Vol. 21, No. 5, pp. 53-60, (ISSN: 1598-6721)

9. H. Moon, W. Noh, H. Ryu, and  J. Doh*, (2022), "Deep Neural Network-Based Reliability Assessment on Fatigue Life of PLA Specimens Considering Uncertainty of Additive Manufacturing," Journal of  Applied Reliability, Vol. 22, No. 1, pp. 37-47, (ISSN: 1738-9895)

2021--------------------------------------------------------------------------------------------------------------------------------------------

10. D. Na, S. Kim, K. Kim, C. Park, J. Doh*, and S Lim*, (2021) "Structure, flowability analysis, and performance evaluation for a high-performance butterfly valve for seismic performance," Journal of  Applied Reliability, Vol. 21, No. 4, pp. 305-319, (ISSN: 1738-9895).

11. M. Kim, T.-S. Kwak, J. Doh*, S. Kim*, (2021) "Design of Self-Sealing Breakaway Coupling for Fuel Shut-Off Valve of Rotary-Wing Aircraft Considering Mechanical Fracture Characteristics," Transactions of Korea Society of Mechanical Engineers A, Vol. 45, No. 8, pp. 667-673, (ISSN: 1226-4873).

2020--------------------------------------------------------------------------------------------------------------------------------------------

12. J. Doh, S.-I. Park*, N. Raghavan, (2020) “Reliability-Based Design Optimization of Polymer nanocomposites (PNCs) Based on Percolation Model Considering Correlated Input Variables,” Transactions of Korea Society of Mechanical Engineers A, Vol. 44, No. 3, pp. 229-240, (ISSN: 1226-4873).

2019--------------------------------------------------------------------------------------------------------------------------------------------

13. J. Doh, N. Raghavan, J. Lee*, (2019) “Prediction of Percolation Threshold and Electrical Conductivity Characteristics for Polymer Nanocomposites according to Geometric Parameters of CNTs,” Transactions of Korea Society of Mechanical Engineers A, Vol. 43, No. 4, pp. 297-306, (ISSN: 1226-4873).

2018--------------------------------------------------------------------------------------------------------------------------------------------

14. H. S. Hur, J. Doh, S. I. Kang, J. S. Lee, and J. Lee*, (2018), “Calibration of Viscoplastic Model for Modified Polyphenylene Oxide Polymer Using Approximate Optimization Technique,” Transactions of Korea Society of Mechanical Engineers A, Vol. 42, No. 10, pp. 871-879, (ISSN: 1226-4873).

15. H. Shao, S. Lee, J. Doh, D.-H. Lee, and J. Lee*, (2018), “Heat Transfer and Thermal Stress Analysis According to Wheel Web Shapes Considering Tread Braking,” Transactions of Korea Society of Mechanical Engineers A, Vol. 42, No. 2, pp. 159-166, (ISSN: 1226-4873).

2017--------------------------------------------------------------------------------------------------------------------------------------------

16. M. Joo, J. Doh, S. Choi, and J. Lee*, (2017), “Statistical Effective Interval Determination and Reliability Assessment of Input Variables under Aleatory Uncertainties,” Transactions of Korea Society of Mechanical Engineers A, Vol. 41, No. 11, pp. 1099-1108, (ISSN: 1226-4873).

2016--------------------------------------------------------------------------------------------------------------------------------------------

17. J. Lim, J. Doh, S. H. Yoo, O. Kang, K. Kang, and J. Lee*, (2016), “Sizing Optimization of CFRP Lower Control Arm Considering Strength and Stiffness Conditions,” Korean Journal of Computational Design and Engineering, Vol. 21, No. 4, pp. 389-396, (ISSN: 2508-4003).

18. J. Doh*, J. Lee, H.-S. Ahn, S.-W. Kim, and S.-H Kim, (2016), “Reliability-Based Design of the Automotive Components considering Degradation Properties of Polymeric Materials,” Transactions of Korea Society of Automotive Engineering, Vol. 24, No. 5, pp. 596-604, (ISSN: 1225-6382).

2015--------------------------------------------------------------------------------------------------------------------------------------------

19. J. Doh*, Y.-D. Kwon, and J. Lee, (2015), “Approximate Multi-Objective Optimization of Gap Size of PWR Annular Nuclear Fuels,” Journal of The Korean Society for Precision Engineering, Vol. 32, No. 9, pp. 815-824, (ISSN: 1225-9071).

20. J. Doh and J. Lee*, (2015) “Approximate Multi-Objective Optimization of A Wall-mounted Monitor Bracket Arm Considering Strength Design Conditions,” Transactions of Korea Society of Mechanical Engineers A, Vol. 39, No. 5, pp. 535-541, (ISSN: 1226-4873).

Domestic Conference Proceedings 

2022--------------------------------------------------------------------------------------------------------------------------------------------

1. 최민혁, 김시후, 방진홍, 이현승, 임기훈, 도재혁, "소수력 발전기용 외팔보 압전소자 발전성능의 시험적 보정연구," 대한기계학회 2022년 학술대회, 제주도, 2022.11.09~12 

2. 김상훈, 한경훈, 나도경, 박상인, 도재혁, "3점 굽힘시험 이용 정확한 인장물성 도출을 위한 최적시험법 고안," 한국정밀공학회 2022년 추계학술대회, 대구, 2022.10.19-21 

3. Vivek Dhand, 나도경, 김강윤, 도재혁, 김상훈, "비정상적인 강한 반자성 전이를 갖는 Oxygen-Deficient Barium Iron Oxide Perovskite/Polydimethylsiloxane 복합 재료의 자기 및 기계적 특성 평가,"대한기계학회 재료 및 파괴부문 2022년 춘계학술대회, 제주도, 2022.06.22-24

4. 한창완, 한창수, 김상훈, 도재혁, "항공기용 Al2124-T851 합금 소재의 표면거칠기가 피로수명에 미치는 영향," 대한기계학회 재료 및 파괴부문 2022년 춘계학술대회, 제주도, 2022.06.22-24

5. 유현승, 박상인, 나가라잔 라그하반, 도재혁, "탄소나노튜브의 파형에 따른 폴리머 나노복합재의 전기적 퍼콜레이션 경로 생성을 위한 임계치 예측," 대한기계학회 경남지회 2022년 학술대회, 인제대학교, 2022.06.10 (우수논문발표상 수상)  

6. 나도경, 김상훈, 김강윤, 이종재, 도재혁, "신규 버터플라이밸브의 구조적 안정성 향상 검증을 위한 구조해석," 대한기계학회 CAE 및 응용역학부문 2022년 춘계학술대회, 부산, 2022.05.19-21

7. 유현승, 노우승, 문현철, 임기훈, 김상훈, 도재혁, "조도 균제도 개선을 위한 광 시스템의 반사경 근사최적설계," 대한기계학회 CAE 및 응용역학부문 2022년 춘계학술대회, 부산, 2022.05.19-21

8. 유현승, 임기훈, 심정문, 도재혁, "강도 조건을 고려한 베어링 하우징의 근사최적설계," 한국기계가공학회 2022년 춘계학술대회, 여수, 2022.04.27-30 (최우수논문발표상 수상) 

9. 박동채, 오상훈, 문현철, 노우승, 유현승, 도재혁, 최영환, "상하수도시스템의 실시간 결함검출 기술 개발," 2022 한국방재학회 학술대회, 연세대학교, 서울, 2022.02.16-17

2021--------------------------------------------------------------------------------------------------------------------------------------------

10. 노우승, 유현승, 윤지형, 문현철, 도재혁, "적층제조 기반 PLA시편의 적층조건에 따른 피로수명 평가," 한국정밀공학회 2021년 추계학술대회, 부산, 2021.11.24-26

11. 문현철, 노우승, 유현승, 박동채, 오상훈, 최영환, 도재혁, "엔지니어링 구조물의 균열 모사를 통한 CNN 기반 실시간 건전성 진단장치 설계," 한국정밀공학회 2021년 추계학술대회, 부산, 2021.11.24-26

12. 노우승, 문현철, 유현승, 도재혁, "강도 및 공진 조건을 고려한 날개 없는 풍력발전기의 다중목적 설계 최적화," 대한기계학회 2021년 학술대회, 광주, 2021.11.03-06

13. 문현철, 노우승, 유현승, 곽태수, 이종수, 도재혁, "볼 베어링용 세라믹 소재의 건전성 관리를 위한 CNN 기반 신뢰성 평가," PHM KOREA 2021, 제주도(온라인), 2021.09.08-11

14. 유현승, 박세현, 문현철, 노우승, 도재혁, "강도 및 유동조건을 고려한 하수관 설계 최적화," 대한기계학회 CAE 및 응용역학부문 2021년 춘계학술대회, 제주도(온라인), 2021.08.25-27

15. 유현승, 정현재, 노우승, 문현철, 도재혁, "강도 및 강성 조건을 고려한 소형 상용차량용 압축코일스프링 설계 최적화," 대한기계학회 CAE 및 응용역학부문 2021년 춘계학술대회, 제주도(온라인), 2021.08.25-27

16. 도재혁, 김삼연, 박상인, Nagarajan Raghavan, David W. Rosen, "금속적층제조 시편의 확률통계 기반 피로수명모델 결정 연구," 대한기계학회 CAE 및 응용역학부문 2021년 춘계학술대회, 제주도(온라인), 2021.08.25-27

2020--------------------------------------------------------------------------------------------------------------------------------------------

17. 도재혁, 박상인, Nagarajan Raghavan, "탄소나노튜브 파형과 기계적 하중을 고려한 폴리머 나노복합재의 퍼콜레이션 기반 전기 전도도에 미치는 영향," 대한기계학회 2020년 학술대회, 강원도(온라인), 2020.12.16-19 

18. 박상인, 안재승, 김해준, 도재혁, "재료 압출식 적층 제조법의 서포트제거를 위한 온톨로지 기반 CAD 시스템의 개발," 대한기계학회 2020년 학술대회, 강원도(온라인), 2020.12.16-19 

19. 곽태수, 이정용, 이승민, 도재혁, "세라믹 볼 베어링용 질화규소 소재의 ELID 연삭가공 특성," 한국기계가공학회 2020년 추계학술대회, 여수 히든베이 호텔, 2020.11.05-06  

20. 박상인, 도재혁, Nagarajan Raghavan, "폴리머 나노복합재설계 지원을 위한 퍼콜레이션 기반 전기 전도도의 불확실성 정량화," 한국정밀공학회 2020 통합학술대회, 제주도(온라인), 2020.09.14-16 (우수논문발표상 수상)

2018--------------------------------------------------------------------------------------------------------------------------------------------

21. 허수행, 도재혁, 강신일, 이준상, 이종수, “직접적 주기 해석기법을 이용한 폴리머 소재 피로해석 기초연구,” 한국 CDE 학회 2018 동계학술대회, 횡성, 2018.01.23

2017--------------------------------------------------------------------------------------------------------------------------------------------

22.  도재혁, 이종수, “베이지안 업데이트를 이용한 확률론적 피로 수명 모델 파라미터 추정 연구,” 한국소음진동학회 추계학술대회, 충남 예산, 2017.10.19 (우수논문발표상 수상)

23. 도재혁, 주민호, 이종수, “오류역전파신경망을 이용한 체결요소의 신뢰성 평가,” 대한기계학회 CAE및응용역학부문 춘계학술대회, 부산, 2017.05.25 

24. 도재혁, 유경민, 이종수, “전착도장공정을 고려한 차량용 플라스틱 부품의 열-구조 연성해석,” 대한기계학회 CAE및응용역학부문 춘계학술대회, 부산, 2017.05.25 

25. 주민호, 도재혁, 이종수, “개선된 순차적 모델링 기법을 이용한 차량용 고무 물성의 확률 분포 추정 연구,” 대한기계학회 CAE및응용역학부문 춘계학술대회, 부산, 2017.05.25 

26. 허수행, 도재혁, 이종수, “무기력 계수 기반 피로수명 모델을 이용한 폴리머 소재의 S-N커브 예측 연구” 대한기계학회 CAE및응용역학부문 춘계학술대회, 부산, 2017.05.25 

27. 나정석, 도재혁, 이종수, “평면디스플레이 접착 공정후에 발생하는 잔류응력분포 해석,” 대한기계학회 CAE및응용역학부문 춘계학술대회, 부산, 2017.05.25 

2016--------------------------------------------------------------------------------------------------------------------------------------------

28. 유상혁, 임주희, 도재혁, 이종수, 강건욱, “BEV용 CFRP Front Lower Control Arm 위상최적설계,” 한국자동차공학회 2016년, 대구, 2016.11.16 

29. 임주희, 도재혁, 유상혁, 강오성, 강건욱, 이종수, “하중 조건하에서의 탄소섬유강화플라스틱을 적용한 로어 컨트롤 아암의 이산형 최적화 연구,” 한국CDE학회 2016 부문연합학술대회, 부경대학교, 2016.08.25 (우수논문발표상 수상)

30. 도재혁, 이종수, “열화물성을 고려한 폴리머 소재 조합에 따른 차량용 부품의 주파수응답해석,” 한국CDE학회 2016 부문연합학술대회, 부경대학교, 2016.08.25 

31. 주민호, 도재혁, 이종수, “시험 데이터를 기반한 통계 모델링 연구,” 한국CDE학회 2016 부문연합학술대회, 부경대학교, 2016.08.25 

32. 임주희, 도재혁, 이종수, “하중 및 강성 조건 하에서의 탄소섬유강화플라스틱(CFRP) Lower Control Arm(LCA)의 최적설계 파라미터 연구,” 한국자동차공학회 2016년 춘계학술대회, 제주도, 2016.05.19 

33. 도재혁, 이종수, “열화물성을 고려한 차량용 플라스틱 부품의 주파수응답해석,” 2016년 대한기계학회 CAE및응용역학부문 춘계학술대회, 제주도, 2016.04.07 

2015--------------------------------------------------------------------------------------------------------------------------------------------

34. 유상혁, 도재혁, 임주희, 강오성, 최종성, 이종수 , 강건욱, “탄소 섬유 강화 플라스틱(CFRP) Front Lower Control Arm의 위상 및 형상 최적화를 통한 경량화,” 한국자동차공학회 2015년, 경주, 2015.11.18 (우수논문발표상 수상)

35. 도재혁, 이종수, “불확실성을 고려한 트러스 구조물의 신뢰성기반 최적설계,” 한국정밀공학회 2015년 춘계학술대회, 창원, 2015.05.13 

36. 도재혁, 이종수, “근사모델의 베이지안 신뢰성 평가를 통한 신뢰성기반 최적설계,” 2015년 대한기계학회 CAE및응용역학부문 춘계학술대회, 제주도, 2015.04.15 

37. 도재혁, 이종수, “불확실성 환경에서의 신뢰성 평가를 위한 베이지안 신경망 근사모델,” 한국최적설계학회 2015년 정기학술대회, 한양대학교, 2015.02.09 

2014--------------------------------------------------------------------------------------------------------------------------------------------

38. 도재혁, 이종수, “분자역학 기반 유한요소법을 이용한 SWCNT의 인장특성 평가,” 대한기계학회 2014년 추계학술대회, 광주, 2014.11.11 

39. 도재혁, 이종수, “인공신경망 기반 베이지안 신뢰성 평가에 관한 기초 연구,” 대한기계학회 2014년 추계학술대회, 광주, 2014.11.11 

40. 도재혁, 권영두, 이종수, “가압 경수로용 환형 핵연로의 간극 크기 최적설계,” 한국정밀공학회 2014년 추계학술대회, 창원, 2014.10.29