SCOTT DAWSON. stdawson/ 1200 E. California Blvd, MC Pasadena, CA (609)
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1 RESEARCH INTERESTS SCOTT DAWSON stdawson/ 1200 E. California Blvd, MC Pasadena, CA (609) Modeling, optimization and control in fluid mechanics, turbulence, and aerodynamics Model reduction for high dimensional dynamical systems and data sets Bio-inspired propulsion, flight, sensing, and optimization Numerical methods for fluid dynamics CURRENT POSITION California Institute of Technology Postdoctoral Scholar, Graduate Aerospace Laboratories Advisor: Beverley McKeon November 2016-present EDUCATION Princeton University Ph.D., Mechanical & Aerospace Engineering January 2017 Advisor: Clarence Rowley Thesis: Reduced order modeling of fluids systems, with applications in unsteady aerodynamics GPA: 3.94 M.A., Mechanical & Aerospace Engineering May 2013 Monash University B.Eng., Mechanical Engineering, with honors (H1) November 2010 Advisor: Hugh Blackburn Thesis: Perturbed jet flow within a radially confined domain GPA: 4.0 B.S., Mathematics & Astrophysics, with honors (H1) November 2009 Advisor: Alan Pryde Thesis: The Kakeya conjecture GPA: 4.0 HONORS AND AWARDS McGraw Graduate Teaching Fellow, Princeton University, Emerging Alumni Scholar Award Nominee, Princeton University, 2016 Britt & Eli Harari Fellowship, Princeton University, Francis Robbins Upton Graduate Fellowship, Princeton University, University Medal for Academic Excellence, Monash University, 2010 Mechanical Engineering Prize, Monash University, 2010 J.W. Dodds Memorial Prize, Monash University, 2010 Honors Prize for Pure Mathematics, Monash University, 2009 New Scientist Award for Science and Technology in Society, 2009 Monash Jubilee Honors Scholarship, 2009 Monash Alumni Scholarship, 2007
2 PUBLICATIONS Journal Papers (two preprints, five published) S. P. Symon, K. Rosenberg, S. T. M. Dawson, and B. J. McKeon On non-normality and classification of amplification mechanisms in stability and resolvent analysis, H. Zhang, S. T. M. Dawson, C. W. Rowley, E. A. Deem, and L. N. Cattafesta Evaluating the accuracy of the dynamic mode decomposition, K. Taira, S. L. Brunton, S. T. M. Dawson, C. W. Rowley, T Colonius, B. J. McKeon, O. T. Schmidt, S. Gordeyev, V. Theofilis and L. S. Ukeiley, Modal Analysis of Fluid Flows: An Overview, AIAA Journal, C. W. Rowley and S. T. M. Dawson, Model Reduction for Flow Analysis and Control, Annual Review of Fluid Mechanics, M. S. Hemati, S. T. M. Dawson, and C. W. Rowley, Parameter-Varying Models for Unsteady Aerodynamic Response Prediction, AIAA Journal, S. T. M. Dawson, M. S. Hemati, M. O. Williams, and C. W. Rowley, Characterizing and correcting for the effect of sensor noise in the dynamic mode decomposition, Experiments in Fluids, S. L. Brunton, S. T. M. Dawson, and C. W. Rowley, State-space model identification and feedback control of unsteady aerodynamic forces, Journal of Fluids and Structures, Conference Papers M. O. Williams, M. S. Hemati, S. T. M. Dawson, I. G. Kevrekidis, and C. W. Rowley, Extending Data-Driven Koopman Analysis to Actuated Systems, IFAC Symposium on Nonlinear Control Systems, August S. T. M. Dawson, M. S. Hemati, D. Floryan, and C. W. Rowley, Lift Enhancement of High Angle of Attack Airfoils using Periodic Pitching, 54th AIAA Aerospace Sciences Meeting, San Diego, CA, January S. T. M. Dawson, N. K. Schiavone, C. W. Rowley, and D. R. Williams, A Data-Driven Modeling Framework for Predicting Forces and Pressures on a Rapidly Pitching Airfoil, 45th AIAA Fluid Mechanics Conference, Dallas, TX, June M. S. Hemati, S. T. M. Dawson, and C. W. Rowley, Unsteady Aerodynamic Response Modeling: A Parameter-Varying Approach, 53rd AIAA Aerospace Sciences Meeting, Kissimmee, FL, January S. T. M. Dawson and H. M. Blackburn, Numerical simulation of a bifurcating jet within a radially confined domain, 17th Australasian Fluid Mechanics Conference, November Conference Presentations S. T. M. Dawson, T. Saxton-Fox and B. J. McKeon, Resolvent-based modeling of passive scalar dynamics in wall-bounded turbulence, 70th Annual Meeting of the APS Division of Fluid Dynamics, Denver, CO, November T. Saxton-Fox, S. T. M. Dawson and B. J. McKeon, Influence of scale interaction on the transport of a passive scalar in a turbulent boundary layer, 70th Annual Meeting of the APS Division of Fluid Dynamics, Denver, CO, November C. W. Rowley and S. T. M. Dawson, Modal analysis of fluid flows using variants of proper orthogonal decomposition, 70th Annual Meeting of the APS Division of Fluid Dynamics, Denver, CO, November 2017.
3 S. T. M. Dawson and C.W. Rowley Data-driven reduced-order modeling of fluids systems, 14th U.S. National Congress for Computational Mechanics, Montreal, Canada, July 2017 (invited speaker). S. T. M. Dawson, M. S. Hemati, and C.W. Rowley Practical Extensions and Applications of Dynamic Mode Decomposition, 47th AIAA Fluid Mechanics Conference, Atlanta, GA, June 2017 (invited speaker). S. T. M. Dawson and C. W. Rowley, Data-Driven Methods for Nonlinear Model Reduction in Fluid Dynamics, SIAM Conference on Computational Science and Engineering, Atlanta, GA, February 2017 (invited speaker). S. T. M. Dawson and C. W. Rowley, Efficient randomized methods for stability analysis of fluids systems, 69th Annual Meeting of the APS Division of Fluid Dynamics, Portland, OR, November H. Zhang, S. T. M. Dawson, C. W. Rowley, E. A. Deem, and L. N. Cattafesta Evaluating the accuracy of the dynamic mode decomposition, 69th Annual Meeting of the APS Division of Fluid Dynamics, Portland, OR, November S. T. M. Dawson, M. S. Hemati, M. O. Williams, and C. W. Rowley, Improved Dynamic Mode Decomposition Algorithms for Noisy Data, SIAM Conference on Uncertainty Quantification, Lausanne, Switzerland, April 2016 (invited speaker). S. T. M. Dawson and C. W. Rowley, Nonlinear models for fluids systems using extended dynamic mode decomposition, 68th Annual Meeting of the APS Division of Fluid Dynamics, Boston, MA, November A. M. DeGennaro, S. T. M. Dawson and C. W. Rowley, Uncertainty quantification of the dynamic mode decomposition, 68th Annual Meeting of the APS Division of Fluid Dynamics, Boston, MA, November M. S. Hemati, M. O. Williams, S. T. M. Dawson, and C. W. Rowley, Koopman Operator Theoretic Methods in Systems and Control, SIAM Conference on Control and its Applications, Paris, France, July S. T. M. Dawson, M. S. Hemati, M. O. Williams, and C. W. Rowley, Improving the Accuracy of Dynamic Mode Decomposition in the Presence of Noise, SIAM Conference on Applications of Dynamical Systems, Snowbird, UT, May 2015 (invited speaker). C. W. Rowley, M. O. Williams, M. S. Hemati, and S. T. M. Dawson, Reduced-order Models using Dynamic Mode Decomposition, SIAM Conference on Computational Science and Engineering, Salt Lake City, UT, March S. T. M. Dawson, M. S. Hemati, M. O. Williams, and C. W. Rowley, Characterizing and correcting for the effect of sensor noise in the dynamic mode decomposition, 67th Annual Meeting of the APS Division of Fluid Dynamics, San Francisco, CA, November M. S. Hemati, S. T. M. Dawson, and C. W. Rowley, Unsteady nonlinear aerodynamic response modeling: A data-driven perspective, 67th Annual Meeting of the APS Division of Fluid Dynamics, San Francisco, CA, November N. K. Schiavone, S. T. M. Dawson, C. W. Rowley, and D. R. Williams, Modeling unsteady forces and pressures on a rapidly pitching airfoil, 67th Annual Meeting of the APS Division of Fluid Dynamics, San Francisco, CA, November S. T. M. Dawson, S. L. Brunton, and C. W. Rowley, Nonlinear switched models for control of unsteady forces on a rapidly pitching airfoil, 66th Annual Meeting of the APS Division of Fluid Dynamics, November 2013.
4 S. T. M. Dawson, S. L. Brunton, and C. W. Rowley, Feedback control of a pitching and plunging airfoil via direct numerical simulation, 65th Annual Meeting of the APS Division of Fluid Dynamics, November S. L. Brunton, S. T. M. Dawson, and C. W. Rowley, Feedback control of a pitching airfoil based on unsteady lift models, 42nd AIAA Fluid Dynamics Conference, June Other Media S. T. M. Dawson and C. W. Rowley, Wakes awakening: Start-up and symmetry breaking of flow past multiple flat plates, Gallery of Fluid Motion, 67th Annual Meeting of the APS Division of Fluid Dynamics, San Francisco, CA, November S. T. M. Dawson and C. W. Rowley, A wake awakening, Princeton Art of Science Gallery, May (featured on gizmodo.com in The prettiest science experiments of the year according to Princeton ) ADVISING Nicole Schiavone (2014, undergraduate student) TEACHING California Institute of Technology Co-facilitated session on How Teaching Can make You A Better Student at 2017 Caltech Teaching Conference Completed semester-long course on Principles of University Teaching and Learning in STEM Completing a Certificate of Interest in University Teaching Princeton University, Assistant in Instruction and McGraw Teaching Fellow McGraw Graduate Teaching Fellow ( ) Designing and running workshops to train graduate students in effective teaching techniques MAE 433: Automatic Control Systems (Spring 2015) Running laboratory sessions, giving lectures, writing and grading exams MAE 501: Mathematical Methods of Engineering Analysis (Fall 2013) Giving lectures, running tutorial sessions, writing and grading problem sets and exams Monash University, Assistant in Instruction MEC 3454: Thermodynamics & Heat Transfer (S1 2011) MTH 2021: Linear Algebra (S1 2008, S1 2009, S1 2010, S1 2011) MTH 2010: Multivariable Calculus (S2 2010, S1 2011) MTH 3020: Complex Analysis (S2 2009) MTH 2032: Differential Equations (S2 2008) SERVICE Professional Societies: AIAA, APS, SIAM Reviewer: Journal of Fluid Mechanics, Physical Review Fluids, Springer books, SIAM Journal on Applied Dynamical Systems, SIAM Journal on Scientific Computing, AIAA Journal, Advances in Computational Mathematics, Mathematical and Computer Modelling of Dynamical Systems, Applied Mathematical Modelling, IFAC Symposium on Nonlinear Control Systems, AIAA Fluid Dynamics Conference
5 ADDITIONAL RESEARCH APPOINTMENTS Research Assistant in Fluid Mechanics, Monash University, 2011 Mechanical Engineering Internship, Australian Synchrotron, summer Australian Mathematical Sciences Institute Vacation Scholarship, Monash University, summers and Mechanical Engineering Vacation Research Scholarship, Monash University, summer
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