Journal papers

  1. Optimal Criteria and their Asymptotic Form for Data Selection in Data-Driven Reduced-Order Modeling with Gaussian Process Regression
    T. P. Sapsis & A. Blanchard
    Philosophical Transactions of the Royal Society A 380, 20210197 (2022)
    Invited paper
  2. Output-Weighted Sampling for Multi-Armed Bandits with Extreme Payoffs
    Y. Yang, A. Blanchard, T. Sapsis & P. Perdikaris
    Proceedings of the Royal Society of London A 478, 20210781 (2022)
  3. Bayesian Optimization for Active Flow Control
    A. B. Blanchard, G. Y. Cornejo Maceda, D. Fan, Y. Li., Y. Zhou, B. R. Noack & T. P. Sapsis
    Acta Mechanica Sinica 37, 1786–1798 (2022)
    Invited paper
  4. Informative Path Planning for Anomaly Detection in Environment Exploration and Monitoring
    A. Blanchard & T. Sapsis
    Ocean Engineering 243, 110242 (2022)
  5. Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification
    A. Blanchard & T. Sapsis
    SIAM Journal on Uncertainty Quantification 9, 564–592 (2021)
  6. Bayesian Optimization with Output-Weighted Optimal Sampling
    A. Blanchard & T. Sapsis
    Journal of Computational Physics 425, 109901 (2021)
  7. On/Off Switching of Vortex Shedding and Vortex-Induced Vibration in Cross-Flow past a Circular Cylinder by Locking/Releasing a Rotational Nonlinear Energy Sink
    A. B. Blanchard & A. J. Pearlstein
    Physical Review Fluids 5, 023902 (2020)
  8. Vortex-Induced Vibration of a Linearly-Sprung Cylinder with an Internal Rotational Nonlinear Energy Sink in Turbulent Flow
    A. Blanchard, L. A. Bergman & A. F. Vakakis
    Nonlinear Dynamics 9, 563–609 (2020)
    Invited paper
    Highly cited paper
  9. Learning the Tangent Space of Dynamical Instabilities from Data
    A. Blanchard & T. P. Sapsis
    Chaos 29, 113120 (2019)
    Invited paper
  10. Coexistence of Multiple Long-Time Solutions for Two-Dimensional Laminar Flow past a Linearly-Sprung Circular Cylinder with a Rotational Nonlinear Energy Sink
    A. B. Blanchard, L. A. Bergman, A. F. Vakakis & A. J. Pearlstein
    Physical Review Fluids 4, 054401 (2019)
  11. Stabilization of Unsteady Flows by Reduced-Order Control with Optimally Time-Dependent Modes
    A. Blanchard & T. P. Sapsis
    Physical Review Fluids 4, 053902 (2019)
    Editors' Suggestion
  12. Control of Linear Instabilities by Dynamically Consistent Order Reduction on Optimally Time-Dependent Modes
    A. Blanchard, S. Mowlavi & T. P. Sapsis
    Nonlinear Dynamics 95, 2745–2764 (2019)
  13. Analytical Description of Optimally Time-Dependent Modes for Reduced-Order Modeling of Transient Instabilities
    A. Blanchard & T. P. Sapsis
    SIAM Journal on Applied Dynamical Systems 18, 1143–1162 (2019)
  14. Exact Steady States of the Periodically Forced and Damped Duffing Oscillator
    A. F. Vakakis & A. Blanchard
    Journal of Sound and Vibration 413, 57–65 (2018)
  15. Non-Reciprocity in Nonlinear Elastodynamics
    A. Blanchard, T. P. Sapsis & A. F. Vakakis
    Journal of Sound and Vibration 412, 326–335 (2018)
  16. Separation of Traveling and Standing Waves in a Finite Dispersive String with Partial or Continuous Viscoelastic Foundation
    X. Cheng, A. Blanchard, C. A. Tan, H. Lu, L. A. Bergman, D. M. McFarland & A. F. Vakakis
    Journal of Sound and Vibration 411, 193–209 (2017)
  17. Separation of Traveling and Standing Waves in a Rigid Circular Duct Containing an Intermediate Impedance Discontinuity
    Y. Xiao, A. Blanchard, Y. Zhang, H. Lu, D. M. McFarland, A. F. Vakakis & L. A. Bergman
    Journal of Vibration and Acoustics 139, 061001 (2017)
  18. Effect of an Internal Nonlinear Rotational Dissipative Element on Vortex Shedding and Vortex-Induced Vibration of a Sprung Circular Cylinder
    R. K. R. Tumkur, A. J. Pearlstein, A. Masud, O. V. Gendelman, A. B. Blanchard, L. A. Bergman & A. F. Vakakis
    Journal of Fluid Mechanics 828, 196–235 (2017)
  19. Passive Suppression Mechanisms in Laminar Vortex-Induced Vibration of a Sprung Cylinder With a Strongly Nonlinear, Dissipative Oscillator
    A. Blanchard, L. A. Bergman & A. F. Vakakis
    Journal of Applied Mechanics 84, 081003 (2017)
  20. Targeted Energy Transfer in Laminar Vortex-Induced Vibration of a Sprung Cylinder with an Internal Nonlinear Dissipative Rotator
    A. Blanchard, L. A. Bergman & A. F. Vakakis
    Physica D: Nonlinear Phenomena 350, 26–44 (2017)
  21. Capture into Slow-Invariant-Manifold in the Fluid–Structure Dynamics of a Sprung Cylinder with a Nonlinear Rotator
    A. B. Blanchard, O. V. Gendelman, L. A. Bergman & A. F. Vakakis
    Journal of Fluids and Structures 63, 155–173 (2016)
  22. Damping-Induced Interplay between Vibrations and Waves in a Forced Non-Dispersive Elastic Continuum with Asymmetrically Placed Local Attachment
    A. Blanchard, D. M. McFarland, L. A. Bergman & A. F. Vakakis
    Proceedings of the Royal Society of London A 471, 20140402 (2015)
  23. Mode Complexity in a Harmonically Forced String with a Local Spring–Damper and Transitions from Vibrations to Waves
    A. Blanchard, O. V. Gendelman, D. M. McFarland, L. A. Bergman & A. F. Vakakis
    Journal of Sound and Vibration 334, 282–295 (2015)

Conference proceedings

  1. A Multi-Scale Deep Learning Framework for Projecting Weather Extremes
    A. Blanchard, N. Parashar, B. Dodov, C. Lessig & T. Sapsis
    In NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning , 12 pages (2022)
    Spotlight Talk
    Best Paper: ML Innovation
    Invited to Paper Tracks
  2. Output-Weighted Importance Sampling for Uncertainty Quantification
    A. Blanchard & T. Sapsis
    To appear in Proceedings of the International Nonlinear Dynamics Conference (NODYCON), 1 page (2021)
  3. A Fast, Efficient Algorithm for Quantification of Rare Events in Dynamical Systems
    A. Blanchard & T. P. Sapsis
    To appear in Proceedings of the European Nonlinear Dynamics Conference (ENOC), 2 pages (2021)
  4. Some Recently Obtained Results in Classical Vibration and Acoustics: Coexistence of Traveling and Standing Waves in a One-Dimensional Non-Dispersive Continuum
    A. Blanchard, Y. Xiao, D. M. McFarland, A. F. Vakakis & L. A. Bergman
    In Proceedings of the Society of Photo-Optical Instrumentation Engineers (SPIE), 9 pages (2017)
    Invited paper
  5. Slow-Invariant-Manifold Resonance Capture in Vortex-Induced Vibration of a Circular Cylinder with a Nonlinear Dissipative Rotator
    A. B. Blanchard, O. V. Gendelman, L. A. Bergman & A. F. Vakakis
    In Proceedings of the European Nonlinear Dynamics Conference (ENOC), 2 pages (2017)
  6. Resonance Capture in Vortex-Induced Vibration of a Cylinder with a Rotator
    A. B. Blanchard, O. V. Gendelman, L. A. Bergman & A. F. Vakakis
    In Proceedings of the International Congresses on Theoretical and Applied Mechanics (ICTAM), 2 pages (2016)

Technical reports

  1. A Research on the Prediction of Door Opening by the Inertia Effect during Side Impact Crash
    K. Kwak, S. Seo, R. Potekin, A. Blanchard, A. Vakakis, D. McFarland & L. Bergman
    SAE Technical Paper, 2016-01-1532 (2016)

Patents

  1. Test Jig for Exterior Door Handle of Vehicle
    K. Kwak, A. Vakakis, D. McFarland, L. Bergman, R. Potekin & A. Blanchard
    US Patent No. 9,726,570 (2017)