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Sequential Monte Carlo: a unified review

Variational system identification for nonlinear state-space models

Refined Instrumental Variable Methods for Unstable Continuous-time Systems in Closed-loop

Theoretical and practical aspects of the convergence of the SRIVC estimator for over-parameterized models

Consistent identification of continuous-time systems under multisine input signal excitation

Continuous-time System Identification of a Flexible Cantilever Beam

Deep energy-based NARX models

State and parameter estimation for nonlinear state-space models using variational inference

The SRIVC algorithm for continuous-time system identification with arbitrary input excitation in open and closed loop

Theoretical analysis and practical applications of continuous-time system identification

  • Creator: Pan, Siqi
  • Resource Type: thesis
  • Date: 2021

Variational State and Parameter Estimation

A systematic stochastic design strategy achieving an optimal tradeoff between peak BGL and probability of hypoglycaemic events for individuals having type 1 diabetes mellitus

Continuous-time model identification from filtered sampled data: error analysis

Enforcing stability through ellipsoidal inner approximations in the indirect approach for continuous-time system identification

Estimating the Membrane Properties of Vestibular Type II Hair Cells using Continuous-time System Identification

Model-based Q factor control for photothermally excited microcantilevers

An Application of Indirect Inference to the Cascaded Tanks Nonlinear Benchmark

Data-driven modeling of a coupled electric drives system using regularized basis function Volterra kernels

Frequency domain estimation of parallel Hammerstein systems using Gaussian process regression

Regularized basis function estimation of Volterra kernels for the cascaded tanks benchmark

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