Global sensitivity analysis for the design of nonlinear identification experiments

A marginalized unscented Kalman filter for efficient parameter estimation with applications to finite element models

(2018) Audrey Olivier et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Structural Identifiability of Equivalent Circuit Models for Li-Ion Batteries

(2017) Thomas Grandjean et al.   Energies

Hierarchical sparse Bayesian learning for structural damage detection: Theory, computation and application

(2017) Yong Huang et al.   STRUCTURAL SAFETY

On the relationship between sloppiness and identifiability

(2016) Oana-Teodora Chis et al.   MATHEMATICAL BIOSCIENCES

Real-Time System Identification: An Algorithm for Simultaneous Model Class Selection and Parametric Identification

(2015) Ka-Veng Yuen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Data-Based Model-Free Hysteretic Restoring Force and Mass Identification for Dynamic Systems

(2014) Bin Xu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

On Finding and Using Identifiable Parameter Combinations in Nonlinear Dynamic Systems Biology Models and COMBOS: A Novel Web Implementation

(2014) Nicolette Meshkat et al.   PLoS One

On the observability and identifiability of nonlinear structural and mechanical systems

(2014) Manolis N. Chatzis et al.   Structural Control & Health Monitoring

Parametric Identification of Nondegrading Hysteresis in a Laterally and Torsionally Coupled Building Using an Unscented Kalman Filter

(2012) R. Omrani et al.   JOURNAL OF ENGINEERING MECHANICS

The effect of Duffing-type non-linearities and Coulomb damping on the response of an energy harvester to random excitations

(2012) Peter L Green et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference

(2012) K. Worden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Structural Identifiability of Systems Biology Models: A Critical Comparison of Methods

(2011) Oana-Teodora Chis et al.   PLoS One

On Identifiability of Nonlinear ODE Models and Applications in Viral Dynamics

(2011) Hongyu Miao et al.   SIAM REVIEW

Application of broadband nonlinear targeted energy transfers for seismic mitigation of a shear frame: Computational results

(2010) F. Nucera et al.   JOURNAL OF SOUND AND VIBRATION

Experimental application of on-line parametric identification for nonlinear hysteretic systems with model uncertainty

(2010) Eleni N. Chatzi et al.   STRUCTURAL SAFETY

Systematic identifiability testing for unambiguous mechanistic modeling – application to JAK-STAT, MAP kinase, and NF-κB signaling pathway models

(2009) Tom Quaiser et al.   BMC Systems Biology

Modeling and Estimation of Kinetic Parameters and Replicative Fitness of HIV-1 from Flow-Cytometry-Based Growth Competition Experiments

(2008) Hongyu Miao et al.   BULLETIN OF MATHEMATICAL BIOLOGY

Bayesian Updating and Model Class Selection for Hysteretic Structural Models Using Stochastic Simulation

(2008) Matthew Muto et al.   JOURNAL OF VIBRATION AND CONTROL

The unscented Kalman filter and particle filter methods for nonlinear structural system identification with non-collocated heterogeneous sensing

(2008) Eleni N. Chatzi et al.   Structural Control & Health Monitoring