The Transfer Matrix Metamodel for Dynamic Systems With Arbitrary Time-Variant Inputs

[1]  T. Simpson,et al.  Use of Kriging Models to Approximate Deterministic Computer Models , 2005 .

[2]  Dan Negrut,et al.  Construction and Use of Surrogate Models for the Dynamic Analysis of Multibody Systems , 2010 .

[3]  Zissimos P. Mourelatos,et al.  Optimization of Engine Torque Management Under Uncertainty for Vehicle Driveline Clunk Using Time-Dependent Metamodels , 2009 .

[4]  Dimitri N. Mavris,et al.  A Dynamic Surrogate Model Technique for Power Systems Modeling and Simulation , 2008 .

[5]  Temple H. Fay,et al.  Coupled spring equations , 2003 .

[6]  Ron Kohavi,et al.  A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.

[7]  Nariman Fouladinejad,et al.  Development of a surrogate-based vehicle dynamic model to reduce computational delays in a driving simulator , 2016, Simul..

[8]  Cristina H. Amon,et al.  On Adaptive Sampling for Single and Multi-Response Bayesian Surrogate Models , 2006, DAC 2006.

[9]  Zissimos P. Mourelatos,et al.  A Random Process Metamodel Approach for Time-Dependent Reliability , 2016 .

[10]  Timothy W. Simpson,et al.  Metamodels for Computer-based Engineering Design: Survey and recommendations , 2001, Engineering with Computers.

[11]  Jack P. C. Kleijnen,et al.  Kriging for interpolation in random simulation , 2003, J. Oper. Res. Soc..

[12]  Timothy W. Simpson,et al.  Sampling Strategies for Computer Experiments: Design and Analysis , 2001 .

[13]  Farrokh Mistree,et al.  Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization , 2001 .

[14]  Gordon J. Savage,et al.  Probability-Based Prediction of Degrading Dynamic Systems , 2013 .

[15]  K. Simek.  Properties of a Singular Value Decomposition Based Dynamical Model of Gene Expression Data , 2003 .

[16]  Thomas J. Santner,et al.  The Design and Analysis of Computer Experiments , 2003, Springer Series in Statistics.

[17]  Cristina H. Amon,et al.  Multi-Stage Bayesian Surrogates for the Design of Time-Dependent Systems , 2004 .

[18]  G. Gary Wang,et al.  Review of Metamodeling Techniques in Support of Engineering Design Optimization , 2007 .

[19]  Cristina H. Amon,et al.  Modeling Time-Dependent Systems Using Multi-Stage Bayesian Surrogates , 2003 .