Maxim Tyan : Curriculum Vitae
Education
- 2010-2015: PhD, Department of Aerospace Information Engineering, Konkuk University, Seoul, Korea
- 2005-2009: BSc, Aerospace Department, Tashkent State Technical University, Tashkent, Uzbekistan
SCI/SCIE Journals
[1]
A. A. Maw, M. Tyan, T. A. Nguyen, and J.-W. Lee, “iADA*-RL: Anytime Graph-Based Path Planning with Deep Reinforcement Learning for an Autonomous UAV,” Applied Sciences, vol. 11, no. 9, p. 3948, Jan. 2021, doi: 10.3390/app11093948.
[2]
M. Tyan and J.-W. Lee, “Efficient multi-response adaptive sampling algorithm for construction of variable-fidelity aerodynamic tables,” Chinese Journal of Aeronautics, vol. 32, no. 3, pp. 547–558, Jan. 2019, doi: 10.1016/j.cja.2018.12.012.
[3]
A. A. Maw, M. Tyan, and J.-W. Lee, “iADA*: Improved Anytime Path Planning and Replanning Algorithm for Autonomous Vehicle,” J Intell Robot Syst, vol. 100, no. 3, pp. 1005–1013, Feb. 2020, doi: 10.1007/s10846-020-01240-x.
[4]
M. Tyan, N. V. Nguyen, S. Kim, and J.-W. Lee, “Comprehensive preliminary sizing/resizing method for a fixed wing – VTOL electric UAV,” Aerospace Science and Technology, vol. 71, pp. 30–41, 2017, doi: https://doi.org/10.1016/j.ast.2017.09.008.
[5]
N. V. Nguyen, M. Tyan, J.-W. Lee, and S. Kim, “Investigations on stability and control characteristics of a CS-VLA certified aircraft using wind tunnel test data,” Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, vol. 230, no. 14, pp. 2728–2743, Feb. 2016, doi: 10.1177/0954410016632016.
[6]
N. V. Nguyen, D. Lee, M. Tyan, J.-W. Lee, and S. Kim, “Efficient stall compliance prediction method for trimmed very light aircraft with high-lift devices,” Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, vol. 231, no. 6, pp. 1124–1137, May 2016, doi: 10.1177/0954410016648981.
[7]
D. Lee, N. V. Nguyen, M. Tyan, H. G. Chun, S. Kim, and J.-W. Lee, “Enhanced multi-fidelity model for flight simulation using global exploration and the Kriging method,” Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, vol. 231, no. 4, pp. 606–620, Apr. 2016, doi: 10.1177/0954410016641441.
[8]
N. V. Nguyen, J.-W. Lee, M. Tyan, and D. Lee, “Possibility-based multidisciplinary optimisation for electric-powered unmanned aerial vehicle design,” The Aeronautical Journal, vol. 119, no. 1221, pp. 1397–1414, Nov. 2015, Accessed: Jul. 06, 2016. [Online]. Available: https://www.cambridge.org/core/journals/aeronautical-journal/article/possibilitybased-multidisciplinary-optimisation-for-electricpowered-unmanned-aerial-vehicle-design/950B07F0C10D4DDC82EAB664BAB84ADA.
[9]
N. V. Nguyen, J.-W. Lee, M. Tyan, and S. Kim, “Repetitively enhanced neural networks method for complex engineering design optimisation problems,” The Aeronautical Journal, vol. 119, no. 1220, pp. 1253–1270, Oct. 2015, doi: 10.1017/S0001924000011234.
[10]
N.-V. Nguyen, M. Tyan, J.-W. Lee, and Y.-H. Byun, “Investigations on Missile Configuration Aerodynamic Characteristics for Design Optimization,” Transactions of the Japan Society for Aeronautical and Space Sciences, vol. 57, no. 4, pp. 210–218, 2014, Accessed: Oct. 15, 2016. [Online]. Available: https://www.jstage.jst.go.jp/article/tjsass/57/4/57_210/_article.
[11]
M. Tyan, J. Yoon, N. V. Nguyen, J.-W. Lee, and S. Kim, “Design-airworthiness integration method for general aviation aircraft during early development stage,” Aircraft Eng & Aerospace Tech, vol. 91, no. 7, pp. 1067–1076, Jun. 2019, doi: 10.1108/AEAT-05-2018-0143.
[12]
A. A. Maw, T. Lwin, M. Tyan, J.-W. Lee, and S. Kim, “Efficient approach to database integration for an aerospace vehicle design and certification framework,” Advances in Engineering Software, vol. 118, pp. 27–34, Apr. 2018, doi: https://doi.org/10.1016/j.advengsoft.2018.01.001.
[13]
N. V. Nguyen, M. Tyan, and J.-W. Lee, “A modified variable complexity modeling for efficient multidisciplinary aircraft conceptual design,” Optimization and Engineering, vol. 16, no. 2, pp. 483–505, 2015, doi: 10.1007/s11081-014-9273-7.
[14]
M. Tyan, N. V. Nguyen, and J.-W. Lee, “Improving variable-fidelity modelling by exploring global design space and radial basis function networks for aerofoil design,” Engineering Optimization, vol. 47, no. 7, pp. 885–908, Jul. 2015, doi: 10.1080/0305215X.2014.941290.
[15]
N. V. Nguyen, M. Tyan, S. Jin, and J.-W. Lee, “Adaptive Multifidelity Constraints Method for Efficient Multidisciplinary Missile Design Framework,” Journal of Spacecraft and Rockets, vol. 53, no. 1, pp. 184–194, 2016, doi: 10.2514/1.A33312.
[16]
M. Tyan, N. V. Nguyen, S. Kim, and J.-W. Lee, “Database Adaptive Fuzzy Membership Function Generation for Possibility-Based Aircraft Design Optimization,” Journal of Aircraft, vol. 54, no. 1, pp. 114–124, Jan. 2017, doi: 10.2514/1.C033833.
[17]
M. Tyan, N. V. Nguyen, and J.-W. Lee, “A Tailless UAV Multidisciplinary Design Optimization Using Global Variable Fidelity Modeling,” International Journal of Aeronautical and Space Sciences, vol. 18, no. 4, pp. 662–674, Dec. 2017, doi: http://dx.doi.org/10.5139/IJASS.2017.18.4.662.
Non SCI/SCIE Journals
[1]
D. G. Seong, N. Juliawan, M. Tyan, S. Kim, and J.-W. Lee, “Flying-Wing Type UAV Design Optimization for Flight Stability Enhancement,” Journal of Korean Society of Aeronautical and Space Sciences, vol. 48, no. 10, pp. 809–819, 2020, doi: https://doi.org/10.5139/JKSAS.2020.48.10.809.
[2]
J. Park, M. Tyan, N. V. Nguyen, S. Kim, and J.-W. Lee, “Flap Design Optimization for KLA-100 Aircraft in compliance with Airworthiness Certification,” Journal of the Korean Society for Aeronautical & Space Sciences, vol. 41, no. 8, pp. 649–656, Aug. 2013, doi: 10.5139/JKSAS.2013.41.8.649.
[3]
J. Kim, N. V. Nguyen, J.-I. Shu, M. Tyan, and J.-W. Lee, “UAV Performance Improvement using Integrated Analysis and Design Optimization Technology,” Journal of the Korean Society for Aviation and Aeronautics, vol. 21, no. 1, pp. 30–38, 2013, doi: https://doi.org/10.12985/ksaa.2013.21.1.030.
[4]
V. Pham, M. Kim, M. Tyan, and J.-W. Lee, “Numerical Experience with Variable-fidelity Metamodeling for Aerodynamic Data Fusion Problems,” Journal of Defense Acquisition and Technology, vol. 1, no. 1, pp. 1–8, Jun. 2019, doi: https://doi.org/10.33530/jdaat.2019.1.1.1.
Conferences
[1]
W. T. Zin et al., “Performance Analysis Code Development for Preliminary Design of Hydrogen Powered Vertical Takeoff and Landing UAV,” presented at the Korean Society for Aeronautical and Space Sciences, Jeju, Korea, Nov. 2020.
[2]
M. Tyan, J. Park, S. Kim, and J. Lee, “Subsonic Airfoil and Flap Hybrid Optimization Using Multi-Fidelity Aerodynamic Analysis,” 2012, doi: 10.2514/6.2012-5453.
[3]
M. Tyan, J. Park, S. Kim, and J. Lee, “Design Optimization of Subsonic Airfoil and Slotted Flap Shape Using Multi-Fidelity Aerodynamic Analysis,” presented at the 21st AIAA Computational Fluid Dynamics Conference, San Diego, CA, Jun. 2013, doi: 10.2514/6.2013-2704.
[4]
M. Tyan, N. V. Nguyen, and J.-W. Lee, “Development of Adaptive Sequential Sampling Algorithm for Efficient Generation of Aerodynamic Tables,” presented at the Asian Congress of Structural and Multidisciplinary Optimization 2016, Nagasaki, Japan, May 2016.
[5]
M. Kim, M. Tyan, N. Juliawan, S. Kim, J. Chung, and J.-W. Lee, “Data Fusion Method for Constructing Fighter Aircraft Aerodynamic Database Using Variable Fidelity and Space Mapping Techniques,” presented at the 8th European Conference for Aeronautics and Space Sciences, Madrid, Spain, Jul. 2019.
[6]
M. Tyan, S. Dong-Gyu, J. H. Anh, V. Pham, and J.-W. Lee, “Configuration Sizing and Optimization of a 25kg VTOL-UAV powered by a Hydrogen Fuel Cell,” presented at the Asian Congress of Structural and Multidisciplinary Optimization 2020, Seoul, Korea, Oct. 2020.
[7]
M. Tyan, A. A. Maw, K. Jeon, M. Jang, and J.-W. Lee, “Digital Twin System for Future Urban Air Mobility. Technology Overview.,” Jeju, Korea, Nov. 2020.
[8]
L. V. T. Nguyen, T. H. Kwag, G. Jeong, M. Tyan, and J.-W. Lee, “eVTOL 비행체 추진시스템 모델링 구축 및 검증을 위한 실험적 연구,” Jeju, Korea, Nov. 2020.
[9]
C. Lee, M. Tyan, and J.-W. Lee, “전익기형 UAV의 Tilt-rotor 설계 및 비행시험을 통한 검증,” Jeju, Korea, Nov. 2020.
[10]
J. H. An et al., “Performance Operation Analysis Study on Hydrogen Fuel cell Urban Air Mobility,” Jeju, Korea, Nov. 2020.
[11]
V. Pham, L. T. Nguyen, N. Juliawan, M. Tyan, J.-W. Lee, and S. Kim, “Repetitively Enhanced Multi-fidelity Modelling Network Method for Complex Engineering Data Processing Problems in Support of Accurate Flight Simulation,” Gangwondo, Korea, Apr. 2020.
[12]
W. Kim, M. Tyan, and J.-W. Lee, “감항인증기술기준 연구를 통한 전익기형 수직이착륙 무인기 비행하중해석,” Nov. 2020.
[13]
M. Tyan, A. A. Maw, L. T. Nguyen, G. Jeong, and J.-W. Lee, “Development of Flight Dynamics Model for Wearable Display Device Drone Flight Simulator,” presented at the International Conference on Control, Automation and Systems, Jeju, Korea, Oct. 2019.
[14]
G. M. Jeong, Y. J. Lee, T. H. Kwag, M. Tyan, and J.-W. Lee, “Human factor and pilot performance quantitative analysis for flight training effectiveness in VR simulation environment,” presented at the The Past, Present and Future of Flight Simulation - Technology, Training and Regulatory Challenges, London, Jun. 2020.
[15]
L. T. Nguyen, G. M. Jeong, M. Tyan, and J.-W. Lee, “Flight test maneuvers design for improvement and validation of multicopter 6DOF simulator,” presented at the The Past, Present and Future of Flight Simulation - Technology, Training and Regulatory Challenges, London, Jun. 2020.
[16]
V. Pham, M. Kim, M. Tyan, and J.-W. Lee, “Development of Advanced Data Fusion Techniques for Data Processing in Support of High-fidelity Flight Simulation,” presented at the Asian Congress of Structural and Multidisciplinary Optimization 2020, Seoul, Korea, May 2020.
[17]
J. Ahn, J.-W. Lee, M. Tyan, and D.-G. Seong, “축소모델의 비행시험을 통한 1인승 PAV 실기체 동안정성 예측 연구 (1-seater PAV performance prediction through scaled model flight test),” presented at the KSAS 2019 Fall Conference, Jeju, Korea, Nov. 2019.
[18]
D.-G. Seong, M. Tyan, and J.-W. Lee, “전익기형 무인기의 안정성 확보를 위한 형상 최적화 (Design Optimization of a Flying Wing UAV to Secure Aicrat Stability),” presented at the KSAS 2019 Fall Conference, Jeju, Korea, Nov. 2019.
[19]
I. K. Kim et al., “Integrated Design Certification System Development for Light Aircraft,” Korea, 2012.
[20]
J. Kim et al., “Performance Enhancement of Unmanned Aerial Vehicle Using an Electric Propulsion,” 2012.
[21]
J. Park, S. Kim, J. Yoon, N. V. Nguyen, M. Tyan, and J.-W. Lee, “Flap Design Optimization for VLA by Incorporating Airworthiness Constraints,” 2012.
[22]
H. M. Naing, D. Neufeld, N. N. Van, M. Tyan, J.-W. Lee, and S. Kim, “Possibility based small aircraft design optimization using database driven uncertainty approach,” 2013.
[23]
N. V. Nguyen, J.-W. Lee, D.-Y. Lee, M. Tyan, and S. H. Nah, “Possibility Based Multidisciplinary Optimization for Electric-Powered Unmanned Aerial Vehicle Design,” 2013.
[24]
N. V. Nguyen, M. Tyan, H.-U. Park, S. Kim, and J.-W. Lee, “A Multidisciplinary Robust Optimization Framework for UAV Conceptual Design,” 2013.
[25]
J. Park, M. Tyan, N. V. Nguyen, S. Kim, and J.-W. Lee, “Flap Design optimization for KLA100 aircraft in compliance with airworthiness certification,” 2013.
[26]
J. Park, M. Tyan, N. V. Nguyen, S. Kim, and J.-W. Lee, “Light aircraft high-lift device design optimization in compliance with certification regulations.,” 2013.
[27]
H. Chun, S. Cho, D. Lee, M. Tyan, and J. Lee, “Flight Simulation of Guided Vehicle with Improved Aerodynamic Database Using Multifidelity Analysis,” 2014.
[28]
K. Jeon, M. Tyan, S. H. Jin, S. J. Cho, and J.-W. Lee, “The Multidisciplinary Design Optimization Process and Design Framework Development for the Unmanned Gliding Vehicle,” 2014.
[29]
D. Lee et al., “Enhanced Multi Fidelity Analysis Method Using Global Exploration and Kriging,” 2014.
[30]
N. V. Nguyen, M. Tyan, and J.-W. Lee, “Repetitively Enhanced Neural Networks Method for a Long Endurance UAV Airfoil Design Optimization,” presented at the CFD conference, Jeju, Korea, May 2014.
[31]
M. Tyan, N. V. Nguyen, J.-W. Lee, S. Kim, and S. H. Nah, “Tailless UAV design using variable fidelity method with global design search and radial basis functions network,” 2014.
[32]
M. Tyan, N. V. Nguyen, J.-W. Lee, S. Kim, S. H. Nah, and J.-W. Chang, “Unmanned flying wing aircraft design using variable fidelity modelling with global design space exploration,” 2014.
[33]
L. T. Nguyen, M. Tyan, G. Jeong, and J.-W. Lee, “Fighter Aircraft Virtual Flight Test and Certification using Multi-Fidelity Aerodynamic Databases,” presented at the KSAS 2019 Fall Conference, Jeju, Korea, Nov. 2019.
[34]
M. Kim, M. Tyan, V. Pham, N. Juliawan, S. Kim, and J.-W. Lee, “A Data Fusion Method using Combined Variable Fidelity Modeling and Space Mapping for Aerodynamic Database,” presented at the The Asia-Pacific International Symposium on Aerospace Technology, China, Oct. 2018.
[35]
J.-W. Lee et al., “Development of Design-Certification-Analysis Integration Software for Small Aircraft (CADIS-SA),” presented at the KSAS 2012 Fall Conference, Jeju, Korea, 2012.
[36]
M. Tyan, N. V. Nguyen, and J.-W. Lee, “Robust Optimization of Transonic Airfoil for Generic Fighter Aircraft using Global Variable Fidelity Modeling,” presented at the AVIATION 2017, 2017, doi: 10.2514/6.2016-3284.
[37]
N. V. Nguyen et al., “Multidisciplinary Regional Jet Aircraft Design Optimization Using Advanced Variable Complexity Techniques,” presented at the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, 2010, doi: 10.2514/6.2010-9192.
[38]
D.-G. Seong, M. Tyan, S. Kim, and J.-W. Lee, “Flying-Wing Type UAV Design Optimization By Incorporating Flight Stability Constraints,” presented at the Asia Pacific International Symposium on Aerospace Technology, Gold Coast, Australia, Dec. 2019.
[39]
A. A. Maw, M. Tyan, and J.-W. Lee, “Dynamic Obstacle Avoidance using Deep Reinforcement Learning Network for Autonomous UAV,” presented at the KSAS 2019 Fall Conference, Jeju, Korea, Nov. 2019.
[40]
V. Pham, M. Kim, N. Juliawan, M. Tyan, J.-W. Lee, and S. Kim, “Data Fusion Technique for Noisy and Multi-fidelity Data Processing in Support of Accurate Flight Simulation,” presented at the KSAS 2019 Fall Conference, Jeju, Korea, Nov. 2019.
[41]
M. Tyan, A. Azamatov, J.-W. Lee, S. Kim, and Y.-H. Byun, “Light Aircraft Parametric Configuration Design,” presented at the Innovation 2011 conference, Tashkent, Uzbekistan, 2011.
[42]
M. Tyan, N. V. Nguyen, and J.-W. Lee, “A Flying Wing UCAV Design Optimization Using Global Variable Fidelity Modeling,” presented at the 11th World Congress on Structural and Multidisciplinary Optimization, Sydney, Australia, Jun. 2015.
[43]
A. A. Maw, M. Tyan, L. T. Nguyen, and J.-W. Lee, “UAV Mapping Mission Design Based on Operation Specific Requirements,” presented at the Korean Society for Aeronautical and Space Sciences Spring Conference, Gangwon-do, Korea, Apr. 2016.
[44]
N. V. Nguyen, M. Tyan, and J.-W. Lee, “Efficient Framework for Missile Design and 6DoF Simulation using Multi-fidelity Analysis and Data Fusion,” presented at the 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Jun. 2016, doi: 10.2514/6.2016-3365.
[45]
A. A. Maw, M. Tyan, and J.-W. Lee, “Development of Flight Mission Planner using Intelligent Anytime Planning and Replanning Algorithm for UAV Operation,” Yangon, Myanmar, Feb. 2019.
[46]
V. Pham, M. Kim, L. T. Nguyen, M. Tyan, and J.-W. Lee, “Improved Aerodynamic Data Fusion Techniques using Local Fidelity Method for Accurate Flight Simulation,” Gangwon-do, Korea, Apr. 2019.
[47]
C. K. Choi, A. A. Maw, M. Kim, M. Tyan, and J.-W. Lee, “A Deep Learning Based Airfoil Design Algorithm Imitate Trial and Error Method,” presented at the The Asian Congress of Structural and Multidisciplinary Optimization, Dalian, China, May 2018.
[48]
M. Tyan, M. Kim, V. Pham, C. K. Choi, N. L. V. Thang, and J.-W. Lee, “Development of Advanced Aerodynamic Data Fusion Techniques for Flight Simulation Database Construction,” in AIAA AVIATION, Atlanta, Georgia, Jun. 2018, p. 10.
[49]
V. Pham, M. Kim, M. Tyan, and J.-W. Lee, “A Multi-level Kriging Approach for Variable Fidelity Aerodynamic Database Construction,” presented at the 2018 KSAS Fall Conference, Jejudo, Rep. of Korea, Nov. 2018.
[50]
M. Tyan, N. V. Nguyen, and J.-W. Lee, “Improving Variable-Fidelity Modelling by Exploring Global Design Space and RBF Networks for Airfoil Design,” 2014.
[51]
M. Tyan, J. Park, S. Kim, and J.-W. Lee, “Multi-element airfoil design optimization process using multi-fidelity aerodynamic analysis,” 2013.
[52]
M. Tyan, D. Neufeld, J.-W. Lee, and S. Kim, “Integrated Analysis Program Development for Light Aircraft Preliminary Design Stage,” 2013.
[53]
M. Tyan, J. Park, N.-V. Nguyen, D. Neufeld, S. Kim, and J.-W. Lee, “Aircraft Airfoil and Flap Optimization Using Multi-Fidelity Aerodynamic Analysis,” 2012.
[54]
M. Tyan, S. Kim, J.-W. Lee, S.-H. Park, and Y.-I. Jang, “Light Aircraft Configuration Development Using Advanced Design Methods,” 2011.
[55]
M. Tyan, A. Azamatov, J.-W. Lee, S. Kim, and Y.-H. Byun, “Parametric Configuration Model for Light Aircraft,” 2011.
[56]
J. Park, S. Kim, N. V. Nguyen, M. Tyan, and J. Lee, “Flap Design Optimization for Very Light Aircraft in compliance with Airworthiness Certification,” 2013, doi: 10.2514/6.2013-2706.
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