Journal papers
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
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)
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
Informative Path Planning for Anomaly Detection in Environment Exploration and Monitoring
A. Blanchard & T. Sapsis
Ocean Engineering 243 , 110242 (2022)
Output-Weighted Optimal Sampling for Bayesian Experimental Design and Uncertainty Quantification
A. Blanchard & T. Sapsis
SIAM Journal on Uncertainty Quantification 9 , 564–592 (2021)
Bayesian Optimization with Output-Weighted Optimal Sampling
A. Blanchard & T. Sapsis
Journal of Computational Physics 425 , 109901 (2021)
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)
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
Learning the Tangent Space of Dynamical Instabilities from Data
A. Blanchard & T. P. Sapsis
Chaos 29 , 113120 (2019)
Invited paper
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)
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
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)
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)
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)
Non-Reciprocity in Nonlinear Elastodynamics
A. Blanchard, T. P. Sapsis & A. F. Vakakis
Journal of Sound and Vibration 412 , 326–335 (2018)
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)
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)
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)
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)
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)
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)
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)
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
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
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)
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)
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
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)
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
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
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)