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    Dynamic Response Optimization of Complex Multibody Systems in a Penalty Formulation Using Adjoint Sensitivity 

    Source: Journal of Computational and Nonlinear Dynamics:;2015:;volume( 010 ):;issue: 003:;page 31009
    Author(s): Zhu, Yitao; Dopico, Daniel; Sandu, Corina; Sandu, Adrian
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Multibody dynamics simulations are currently widely accepted as valuable means for dynamic performance analysis of mechanical systems. The evolution of theoretical and computational aspects of the multibody dynamics ...
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    Direct and Adjoint Sensitivity Analysis of Ordinary Differential Equation Multibody Formulations 

    Source: Journal of Computational and Nonlinear Dynamics:;2015:;volume( 010 ):;issue: 001:;page 11012
    Author(s): Dopico, Daniel; Zhu, Yitao; Sandu, Adrian; Sandu, Corina
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Sensitivity analysis of multibody systems is essential for several applications, such as dynamicsbased design optimization. Dynamic sensitivities, when needed, are often calculated by means of finite differences. This ...
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    Motion Planning of Uncertain Ordinary Differential Equation Systems 

    Source: Journal of Computational and Nonlinear Dynamics:;2014:;volume( 009 ):;issue: 003:;page 31021
    Author(s): Hays, Joe; Sandu, Adrian; Sandu, Corina; Hong, Dennis
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This work presents a novel motion planning framework, rooted in nonlinear programming theory, that treats uncertain fully and underactuated dynamical systems described by ordinary differential equations. Uncertainty in ...
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    Singular Vector Analysis for Atmospheric Chemical Transport Models 

    Source: Monthly Weather Review:;2006:;volume( 134 ):;issue: 009:;page 2443
    Author(s): Liao, Wenyuan; Sandu, Adrian; Carmichael, Gregory R.; Chai, Tianfeng
    Publisher: American Meteorological Society
    Abstract: The singular vectors of a chemical transport model are the directions of maximum perturbation growth over a finite time interval. They have proved useful for the estimation of error growth, the initialization of ensemble ...
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    Computation of Direct Sensitivities of Spatial Multibody Systems With Joint Friction 

    Source: Journal of Computational and Nonlinear Dynamics:;2022:;volume( 017 ):;issue: 007:;page 71006-1
    Author(s): Verulkar, Adwait; Sandu, Corina; Dopico, Daniel; Sandu, Adrian
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Friction exists in most mechanical systems and may have a major influence on the dynamic performance of the system. The incorporation of friction in dynamic systems has been a subject of active research for several years ...
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