Yingtao Liu, Ph.D. Assistant Professor. School of Aerospace and Mechanical Engineering

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1 Page 1 of 8 EDUCATION Yingtao Liu, Ph.D. Assistant Professor, Norman, OK Phone: (405) (O); (612) (M); yingtao@ou.edu Ph.D. in Mechanical Engineering Arizona State University, Tempe, AZ, USA May 2012 Dissertation: Integrated structural health management of complex carbon fiber reinforced composite structures M.S. in Mechatronics Engineering Harbin Institute of Technology, Harbin, China July 2006 Thesis: Mechanical design and EMG signal control of prosthetic robotic hand B.S. in Mechanical Engineering Harbin Institute of Technology, Harbin, China July 2004 PROFESSIONAL EMPLOYMENT Assistant Professor August 2014 Present,, Norman, OK Assistant Research Scientist April 2012 July 2014 School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ ACADEMIC ACHIEVEMENT Research: Structural health management, damage diagnosis and prognosis, smart materials and multifunctional composites Worked in projects funded by ARO, AFOSR, AFRL, NAVAIR, NASA, & NSF See list of research projects Published or submitted 22 peer reviewed journal papers and 25 conference papers See list of publications for references Secured research grant award of $249,033 from federal agencies See list of contracts and grants Contributed 16 presentations in international conferences See list of presentations Teaching: Computer aided engineering, finite element analysis, linear algebra, optimization, statics TEACHING EXPERIENCE Classes taught at Introduction to Structural Health Monitoring, Spring 2015 Statics, Fall 2014, Fall 2015 Classes taught at Arizona State University Linear Algebra, Summer 2014 Computer-Aided Engineering II (Finite Element Analysis), Fall 2013, Spring 2014 Computer-Aided Engineering I (Engineering Graphics), Spring 2014

2 Page 2 of 8 PROFESSIONAL ACTIVITIES On Editor Board of Modeling and Numerical Simulation of Material Science Conference Activities Member of the Structures and Materials Technical Committee of Aerospace Division in ASME Session Organizer in ASME 2013 International Mechanical Engineering Congress & Exposition (IMECE), San Diego CA Session Organizer in ASME 2012 International Mechanical Engineering Congress & Exposition (IMECE), Houston TX Manuscript Reviewer Peer-reviewed Journals: Smart Materials and Structures Journal of Intelligent Material Structures and Systems Journal of Energy Measurement Science and Technology Nanotechnology Journal of Mechanical Science and Technology Shock and Vibration Journal of Engineering, Design and Technology Journal of Material Science Journal of Bridge Engineering Industrial Robot JoM: The Member Journal of TMS Materials Science and Engineering Part: B Conference proceedings: Annual Conference of the Prognostics and Health Management Society, 2009, 2011, 2012, 2014 IEEE Prognostics and Health Management (PHM) Conference, Beijing, st European Conference of the Prognostics and Health Management Society, 2012 ASME International Mechanical Engineering Congress Events (IMECE), 2012, 2013, 2014 Professional Affiliations American Society of Mechanical Engineers (ASME) American Institute of Aeronautics and Astronautics (AIAA) Society of Photonics Engineers (SPIE) GRANTS AND CONTRACTS Federal Agencies DURIP: Length Scale Effects on Progressive Damage, Department of Defense Army Research Office, Arlington, VA PI: Aditi Chattopadhyay (Arizona State University), Co-PI: Yingtao Liu (Arizona State University) August 2013 July 2014 $249,033 Synthesis, Characterization, and Evaluation of a Novel Shape Memory Polymer with Self-Healing Capability, Office of Vice President of Research,, Norman OK January 2015 December 2015 $15,000 RESEARCH PROJECTS Damage precursor detection in polymer matrix composites using novel smart composite particles, (Air Force Office of Scientific Research, July July 2014, at Arizona State University)

3 Page 3 of 8 A stochastic approach to structural health monitoring of advanced composites, (Army Research Office, August July 2014, at Arizona State University) Smart particles for investigating damage initiation in polymer composites, (National Science Foundation, September February 2014, at Arizona State University) Self-sensing adhesive for monitoring composite bonded joints, (NAVAIR, February 2013 March 2014, at Arizona State University) Identification of material damage precursors using novel nondestructive evaluation and/or structural health monitoring hardware, (SBIR: Luna Innovations Inc., September 2013 January 2014, at Arizona State University) An integrated approach to condition based monitoring, (Army Research Laboratory, August 2010 July 2012, at Arizona State University) On-orbit assessment of satellite structural properties via robust structural health monitoring, (Air Force Research Laboratory, August 2009 February 2012, at Arizona State University) A collective computation approach to prognostics health management, (NASA, August 2008 July 2009, at Arizona State University) Biologically inspired autonomic structural materials with controlled toughening and healing, (National Science Foundation, August 2007 July 2008, at Arizona State University) HONORS AND AWARDS 1. Journal of Aerospace Engineering best paper award, 2012 LIST OF PUBLICATIONS Books and Book Chapters: 1. Liu, Y., and Chattopadhyay, A. (2012). Integrated Health Management of Complex Composite Structures," Saarbrücken: LAP LAMBERT Academic Publishing GmbH & Co, Saarbrücken Germany (ISBN ). 2. Liu, Y., Yekani Fard, M., Chattopadhyay, A., and Doyle, D., Health Monitoring of Spacecraft Structures Using System Identification Techniques, In Advances in Structural Health Monitoring of Space Systems, Editor: Andrei Zagrai and Derek Doyle (under review). Journal Publications: 1. Jin, Z., Liu, Y., Chattopadhyay, A., Dai, L. (2015). Self-Sensing of Matrix Damage using Mechanophore-based Smart Polymer in Fiber Reinforced Composites, accepted and to appear in Journal of Multifunctional Composites. 2. Hasan, Z., Chattopadhyay, A., and Liu, Y. (2015). The Influence of Carbon Nanotubes on the Performance of Aircraft Composite Structures, submitted to Journal of Composite Structures (under review). 3. Zhang, J., Koo, B., Subramanian, N., Liu, Y., Chattopadhyay, A., (2015). An Optimized Cross- Linked Network Model to Simulate the Linear Elastic Material Response of a Smart Polymer, accepted and to appear in Journal of Intelligent Material Systems and Structures (DOI: DOI: / X ). 4. Yekani Fard, M., Chattopadhyay, A., and Liu, Y. (2015). Nonlinear 3PB and 4PB Flexural Behavior and Softening Localization for Epoxy Resin E863 using Digital Image Correlation

4 Page 4 of 8 Technique, accepted and to appear in Journal of Experimental Technique. (DOI: /ext.12050) 5. Zhang, J., Koo, B., Liu, Y., Zou, J., Chattopadhyay, A., Dai, L., (2015). A Novel Statistical Spring- Bead Based Network Model for Self-Sensing Smart Polymer Materials, Smart Materials and Structures, 24(8), Hasan, Z., Chattopadhyay, A., and Liu, Y. (2015). Multiscale Approach to the Analysis of Composite Joints Incorporating Nanocomposites, Journal of Aircraft, 52(1): Yekani Fard, M., Chattopadhyay, A., and Liu, Y. (2014). Influence of Load Type and Stress Gradient on Flexural Strength of an Epoxy Resin Polymeric Material, Journal of Aerospace Engineering, 27(1): Hasan, Z., Chattopadhyay, A., and Liu, Y. (2014). An Investigation into the Failure of Composite Hat Stringers under a Multiscale Framework, Journal of Reinforced Plastics and Composites, 33(15): Jin, Z., Liu, Y., Shan, B., Chattopadhyay, A., Dai, L. (2014). Early Damage Detection in Epoxy Matrix Using Cyclobutane-Based Polymers, Smart Materials and Structures, 23(9): Koo, B., Liu, Y., Zou, J., Dai, L., Chattopadhyay, A. (2014). Study of Glass Transition Temperature (Tg) of Novel Stress-Sensitive Composites Using Molecular Dynamic Simulation, Modelling and Simulation in Materials Science and Engineering, 22(6): Liu, Y. and Chattopadhyay, A. (2013). Low Velocity Impact Damage Monitoring of a Sandwich Composite Wing, Journal of Intelligent Material Systems and Structures, 24(17): Liu, Y., Yekani Fard, M., Chattopadhyay, A., Doyle, D. (2012). Damage Assessment of CFRP Composites Using Time-Frequency Approach, Journal of Intelligent Material Systems and Structures, 23(4): Liu, Y., Rajadas, A., and Chattopadhyay, A. (2012). A Biomimetic Structural Health Monitoring Approach Using Carbon Nanotubes, JoM Journal of the Minerals, Metals and Materials Society, 64(7): Liu, Y., and Nayak, S. (2012). Structural Health Monitoring: State of the Art and Perspectives, JOM, 64(7): Yekani Fard, M., Chattopadhyay, A., and Liu, Y. (2012). Multi-Linear Stress Strain and Closed- Form Moment Curvature Response of Epoxy Resin Materials, International Journal of Mechanical Sciences, 51(1): Yekani Fard, M., Liu, Y., and Chattopadhyay, A. (2012). Characterization of Epoxy Resin Including Strain Rate Effects Using Digital Image Correlation System, Journal of Aerospace Engineering, 25(2): Yekani Fard, M., Liu, Y., and Chattopadhyay, A. (2012). Analytical Solution for Flexural Response of Epoxy Resin Materials, Journal of Aerospace Engineering, 25(3): Liu, Y., Kim, S.B., Chattopadhyay, A., Doyle, D. (2011). Application of System Identification Techniques to Health Monitoring of On-Orbit Satellite Boom Structures, Journal of Spacecraft and Rockets, 48(4): Yekani Fard, M., Liu, Y., and Chattopadhyay, A. (2011). Nonlinear Flexural Behavior and Moment Curvature Response of Epoxy Resin Using Digital Image Correlation Technique, Journal of Materials Science and Engineering, 52(2):

5 Page 5 of Yekani Fard, M., Liu, Y., and Chattopadhyay, A. (2011). A Simplified Approach for Flexural Behavior of Epoxy Resin Materials, Journal of Strain Analysis for Engineering Design, 47(1): Liu, Y., Mohanty, S., Chattopadhyay, A. (2010). Condition Based Structural Health Monitoring and Prognosis of Composite Structures under Uniaxial and Biaxial Loading, Journal of Nondestructive Evaluation, 29(3): Lin, Y., Liu, Y., Sodano, H.A. (2009). Hydrothermal Synthesis of Vertically Aligned Lead Zirconate Titanate Nanowire Arrays, Applied Physics Letters, 95(12): Conference Proceedings: 1. Liu, Y., Duong, B., (2015). A Supervised Outlier Analysis for Risk Assessment in Composite Wing Structures, Proceeding of SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA. 2. Jin, Z., Liu, Y., Koo, B., Chattopadhyay, A., and Lenore, D. (2015). A Self-Sensing Fiber Reinforced Polymer Composite using Mechanophore-Based Smart Polymer, Proceeding of SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA. 3. Koo, B., Liu, Y., Chattopadhyay, A., Lenore, D. (2015). Multiscale Modeling of a Mechanophore- Embedded Nanocomposite for Damage Initiation Detection, AIAA Science and Technology Forum and Exposition, Kissimmee, FL, USA. 4. Hasan, Z., Chattopadhyay, A., Liu, Y., Johnston, J., Heitland, C. (2014). Analytical, Numerical and Experimental Investigation on the Use of Nanocomposites in Structural Level Components, Proceeding of the SAMPE conference, Seattle, Washington, USA. 5. Liu, Y., Johnston, J., and Chattopadhyay, A. (2013). "Non-Destructive Evaluation of Composite Adhesive Kissing Bond," ASME International Mechanical Engineering Congress & Exposition (IMECE), San Diego, California, USA. 6. Liu, Y., and Chattopadhyay, A. (2013). "Self-Sensing and Self-Healing of Low Velocity Impact Damage in Fiber Reinforced Composites," Proceedings of the ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Snowbird, UT, USA. 7. Hasan, Z., Chattopadhyay, A., and Liu, Y. (2013). Effect of Viscoelastic Interface on the Behavior of Nanocomposites, 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Boston, MA, USA. 8. Liu, Y., Rajadas, A., and Chattopadhyay, A. (2013). Self-Healing Nanocomposite using Shape Memory Polymer and Carbon Nanotubes, Proceeding of SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA. 9. Liu, Y., Yekani Fard, M., and Chattopadhyay, A. (2012). Kernel Feature Space Based Low Velocity Impact Monitoring, Proceedings of the ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Stone Mountain, GA, USA. 10. Neerukatti, R., Liu, K.C., Liu, Y., and Chattopadhyay, A. (2012). Fatigue Life Prediction using Hybrid Prognosis for Structural Health Monitoring, 2012 AIAA Infotech@Aerospace, Hyatt Regency Orange County, Garden Grove, CA, USA. 11. Liu, Y., Yekani Fard, M., Chattopadhyay, A., Seaver, M. (2012). A Statistical Approach to Investigate Temperature Effects on Guided Wave Based Structural Health Monitoring, 53rd AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Honolulu, HI, USA, 2012.

6 Page 6 of Yekani Fard, M., Liu, Y., and Chattopadhyay, A. (2012). "Analytical and Statistical Approaches to Flexural Behavior for Epoxy Resin Materials," 53rd AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Honolulu, HI, USA. 13. Liu, Y., Yekani Fard, M., Rajadas, A., Chattopadhyay, A. (2012). Autonomous Sensing of Composites with Carbon Nanotubes for Structural Health Monitoring, Proceeding of SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA. 14. Yekani Fard, M., Liu, Y., Chattopadhyay, A. (2011). Nonlinear Flexural Modeling for Epoxy Resin Materials, ASME International Mechanical Engineering Congress & Exposition (IMECE), Denver, CO, USA. 15. Liu, Y., Kim, S. B., Chattopadhyay, A., Doyle, D. (2011). Damage Localization in Complex Composite Panels using Guided Wave Based Structural Health Monitoring System, Proceedings of the ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Phoenix, AZ, USA. 16. Vizzini, A.J., Liu, Y., Chattopadhyay, A. (2011). Damage Localization in a Stiffened Composite Panel using Lamb Wave Based Tomography Approach, Proceedings of the ASME Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Phoenix, AZ, USA. 17. Liu, Y., Yekani Fard, M., Kim, S.B., Chattopadhyay, A., Doyle, D. (2011). Structural Health Monitoring and Damage Detection in Composite Panels with Multiple Stiffeners, 52 AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Denver, CO, USA. 18. Yekani Fard, M., Liu, Y., Chattopadhyay, A. (2011). Inverse Analysis of Constitutive Relation for Epoxy Resin Materials, 52 AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Denver, CO, USA. 19. Liu, Y., Yekani Fard, M., Kim, S.B., Chattopadhyay, A., Doyle, D. (2011). Damage Detection in Composite Structures Using Lamb Wave Analysis and Time-Frequency Approach, Proceeding of SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA. 20. Liu, Y., Kim, S.B., Chattopadhyay, A., Doyle, D., (2010). Structural Health Monitoring of Boom Architectures for On-Orbit Satellites Using System Identification Techniques, 51 AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Orlando, FL, USA. 21. Kim, S.B., Liu, Y., Liu, K.C., Chattopadhyay, A., Doyle, D. (2010). An Integrated Effort for the SHM of On-Orbit Satellites Boom Structures using Modal Testing and Guided Wave Based Techniques, 51 AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Orlando, FL, USA. 22. Yekani Fard, M., Liu, Y., Chattopadhyay, A. (2010). Moment Curvature Response of Polymer Materials, 51 AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Orlando, FL, USA. 23. Liu, Y., Mohanty, S., Chattopadhyay, A. (2009). Prediction of Fatigue Damage and Residual Useful Life for Composite Structures using Passive Sensing, International Workshop on Structural Health Monitoring (IWSHM), Stanford University, Stanford, CA, USA. 24. Liu, Y., Mohanty, S., Chattopadhyay, A. (2009). A Gaussian Process Based Prognostics Framework for Composite Structures, Proceeding of SPIE, Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring, San Diego, CA, USA.

7 Page 7 of Liu, Y., Sodano, H. (2008). An Investigation into Active Piezoelectric Nanocomposites for Distributed Energy Harvesting, Proceeding of SPIE, Active and Passive Smart Structures and Integrated Systems, San Diego, CA, USA. Presentations: 1. A Supervised Outlier Analysis for Risk Assessment in Composite Wing Structures, Proceeding of SPIE, Smart Structures and Materials/NDE, March 9, 2015, San Diego, CA, USA. 2. A Self-Sensing Fiber Reinforced Polymer Composite using Mechanophore-Based Smart Polymer, Proceeding of SPIE, Smart Structures and Materials/NDE, March 9, 2015, San Diego, CA, USA. 3. Damage In-Situ Diagnosis and Prognosis of Hybrid Composites Under Biaxial Fatigue Loading, ASME 2013 International Mechanical Engineering Congress & Exposition (IMECE), November 20, San Diego, CA, USA, Non-Destructive Evaluation of Composite Adhesive Kissing Bond, ASME 2013 International Mechanical Engineering Congress & Exposition (IMECE), November 20, San Diego, CA, USA, Self-Sensing and Self-Healing of Low Velocity Impact Damage in Fiber Reinforced Composites, ASME 2013 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), September 17, Snowbird, UT, USA, Self-healing nanocomposite using shape memory polymer and carbon nanotubes, SPIE Smart Structures and Materials/NDE, March 11, San Diego, CA, USA, A statistical approach to investigate temperature effects on guided wave based structural health monitoring, 53rd AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Honolulu, HI, USA, April, Autonomous sensing of composites with carbon nanotubes for structural health monitoring, SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA, March, Damage localization in complex composite panels using guided wave based structural health monitoring system, ASME 2011 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), September 18-21, Phoenix, AZ, USA, Damage awareness in a sandwich composite wing, ASME 2011 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Phoenix, AZ, USA, September, Structural health monitoring and damage detection in composite panels with multiple stiffeners, 52nd AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Denver, CO, USA, April, Damage detection in composite structures using lamb wave analysis and time-frequency approach, SPIE, Smart Structures and Materials/NDE, San Diego, CA, USA, March, Structural health monitoring of boom architectures for on-orbit satellites using system identification techniques, 51st AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Orlando, FL, USA, April, An integrated effort for the SHM of on-orbit satellites boom structures using modal testing and guided wave based techniques, 51st AIAA/ASME/ASCE/AHS/ASC, Structures, Structural Dynamics, and Materials Conference (SDM), Orlando, FL, USA, April, 2010.

8 Page 8 of Prediction of fatigue damage and residual useful life for composite structures using passive sensing, International Workshop on Structural Health Monitoring (IWSHM), Stanford University, Stanford, CA, USA, September, A Gaussian process based prognostics framework for composite structures, SPIE, Smart Structures and Materials & Nondestructive Evaluation and Health Monitoring, San Diego, CA, USA, March, DOCTORAL COMMITTEES Doctoral Committee Membership Member, Ph.D. Committee, Mr. Mehmet Demirtas, Ph.D. Candidate, Member, Ph.D. Committee, Mr. Mehrad Amirkhosravi, Ph.D. Candidate, Member, Ph.D. Committee, Ms. Maya Pishvar, Ph.D. Candidate,

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