Ralph C. Smith

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 14

Top Topics

Sensitivity Analysis

Top Venues

SIAM/ASA J. Uncertain. Quantification

Annu. Rev. Control.

Publications

Katherine J. Pearce, Ilse C. F. Ipsen, Mansoor A. Haider, Arvind K. Saibaba, Ralph C. Smith
Robust Parameter Identifiability Analysis via Column Subset Selection. CoRR (2022)
James S. Peerless, Albert L. Kwansa, Branden S. Hawkins, Ralph C. Smith, Yaroslava G. Yingling
Uncertainty Quantification and Sensitivity Analysis of Partial Charges on Macroscopic Solvent Properties in Molecular Dynamics Simulations with a Machine Learning Model. J. Chem. Inf. Model. 61 (4) (2021)
Sreeram Venkat, Ralph C. Smith, Carl T. Kelley
Convolutional Autoencoders for Reduced-Order Modeling. CoRR (2021)
Alen Alexanderian, Pierre-Alain Gremaud, Ralph C. Smith
Variance-based sensitivity analysis for time-dependent processes. Reliab. Eng. Syst. Saf. 196 (2020)
Helen L. Cleaves, Alen Alexanderian, Hayley Guy, Ralph C. Smith, Meilin Yu
Derivative-Based Global Sensitivity Analysis for Models with High-Dimensional Inputs and Functional Outputs. SIAM J. Sci. Comput. 41 (6) (2019)
Kayla D. Coleman, Allison Lewis, Ralph C. Smith, Brian Williams, Max D. Morris, Bassam Khuwaileh
Gradient-Free Construction of Active Subspaces for Dimension Reduction in Complex Models with Applications to Neutronics. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Paul R. Miles, Ralph C. Smith
Parameter Estimation Using the Python Package pymcmcstat. SciPy (2019)
Christian Haargaard Olsen, Johnny T. Ottesen, Ralph C. Smith, Mette S. Olufsen
Parameter subset selection techniques for problems in mathematical biology. Biol. Cybern. 113 (1-2) (2019)
John T. Holodnak, Ilse C. F. Ipsen, Ralph C. Smith
A Probabilistic Subspace Bound with Application to Active Subspaces. SIAM J. Matrix Anal. Appl. 39 (3) (2018)
Allison L. Lewis, Ralph C. Smith, Brian J. Williams
Bayesian model calibration on active subspaces. ACC (2017)
Ralph C. Smith, Hans Zwart
CPDE special section. Annu. Rev. Control. 44 (2017)
Allison Lewis, Ralph C. Smith, Brian J. Williams
Gradient free active subspace construction using Morris screening elementary effects. Comput. Math. Appl. 72 (6) (2016)
Mami T. Wentworth, Ralph C. Smith, H. T. Banks
Parameter Selection and Verification Techniques Based on Global Sensitivity Analysis Illustrated for an HIV Model. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Allison Lewis, Ralph C. Smith, Brian J. Williams, Victor Figueroa
An information theoretic approach to use high-fidelity codes to calibrate low-fidelity codes. J. Comput. Phys. 324 (2016)
Zackary R. Kenz, H. T. Banks, Ralph C. Smith
Comparison of Frequentist and Bayesian Confidence Analysis Methods on a Viscoelastic Stenosis Model. SIAM/ASA J. Uncertain. Quantification 1 (1) (2013)
Jerry A. McMahan, Ralph C. Smith
Sliding mode control based on an inverse compensator design for hysteretic smart systems. CDC (2012)
Zhengzheng Hu, Ralph C. Smith, Michael Hays, William S. Oates
Statistical parameter estimation and uncertainty quantification for macro fiber composite actuators operating in nonlinear and hysteretic regimes. CDC/ECC (2011)
Xiang Fan, Ralph C. Smith
Model-based L1 adaptive control of hysteresis in smart materials. CDC (2008)
James M. Nealis, Ralph C. Smith
Model-Based Robust Control Design for Magnetostrictive Transducers Operating in Hysteretic and Nonlinear Regimes. IEEE Trans. Control. Syst. Technol. 15 (1) (2007)
Thomas R. Braun, Ralph C. Smith
High speed inverse model implementation for real-time control of ferroelectric and ferromagnetic transducers operating in nonlinear and hysteretic regimes. CDC (2007)
William S. Oates, Phillip Evans, Ralph C. Smith, Marcelo J. Dapino
Experimental Implementation of a Nonlinear Control Method for Magnetostrictive Transducers. ACC (2007)
Michel Lenczner, Ralph C. Smith
A two-scale model for an array of AFM's cantilever in the static case. Math. Comput. Model. 46 (5-6) (2007)
Michael A. Demetriou, Kazufumi Ito, Ralph C. Smith
Adaptive Monitoring and Accommodation of Nonlinear Actuator Faults in Positive Real Infinite Dimensional Systems. IEEE Trans. Autom. Control. 52 (12) (2007)
William S. Oates, Ralph C. Smith
Nonlinear Perturbation Control for Magnetic Transducers. CDC (2006)
Ralph C. Smith, Andrew G. Hatch, Tathagata De, Murti V. Salapaka, Ricardo C. H. del Rosario, Julie K. Raye
Model Development for Atomic Force Microscope Stage Mechanisms. SIAM J. Appl. Math. 66 (6) (2006)
Andrew G. Hatch, Ralph C. Smith, Tathagata De, Murti V. Salapaka
Construction and Experimental Implementation of a Model-Based Inverse Filter to Attenuate Hysteresis in Ferroelectric Transducers. IEEE Trans. Control. Syst. Technol. 14 (6) (2006)
Michael A. Demetriou, Kazufumi Ito, Ralph C. Smith
Adaptive monitoring and accommodation of nonlinear actuator faults in positive real infinite dimensional systems. CDC (2006)
Andrew G. Hatch, Ralph C. Smith, Tathagata De
Experimental implementation of a model-based inverse filter to attenuate hysteresis in an atomic force microscope. CDC (2004)
Michael A. Demetriou, Kazufumi Ito, Ralph C. Smith
On-line monitoring and accommodation of nonlinear actuator faults in positive real infinite dimensional systems. CDC (2004)
Ralph C. Smith, Andrew G. Hatch, Tathagata De
Model development for piezoceramic nanopositioners. CDC (2003)
James M. Nealis, Ralph C. Smith
H∞ control design for a magnetostrictive transducer. CDC (2003)
Ralph C. Smith, Murti V. Salapaka, Andrew G. Hatch, Joshua Smith, Tathagata De
Model development and inverse compensator design for high speed nanopositioning. CDC (2002)
James M. Nealis, Ralph C. Smith
An adaptive control method for magnetostrictive transducers with hysteresis. CDC (2001)
Ralph C. Smith, Chad Bouron, Rick Zrostlik
Partial and full inverse compensation for hysteresis in smart material systems. ACC (2000)
H. T. Banks, Ricardo C. H. del Rosario, Ralph C. Smith
Reduced-order model feedback control design: numerical implementation in a thin shell model. IEEE Trans. Autom. Control. 45 (7) (2000)
Ralph C. Smith
A Galerkin Method for Linear PDE Systems in Circular Geometries with Structural Acoustic Problems. SIAM J. Sci. Comput. 18 (2) (1997)
Harvey Thomas Banks, Michael A. Demitriou, Ralph C. Smith
/MinMax periodic control in a two-dimensional structural acoustic model with piezoceramic actuators. IEEE Trans. Autom. Control. 41 (7) (1996)