Quantification of model uncertainties in closed-loop subspace identification. - Marion Gilson; Alain Richard; Hugues Garnier (CDC, 2002)

An approach to continuous-time model identification from non-uniformly sampled data. - Eric Huselstein; Hugues Garnier (CDC, 2002)

Time-domain approaches to continuous-time model identification of dynamical systems from sampled data. - Hugues Garnier; Peter C. Young (ACC, 2004)

Instrumental variable methods for continuous-time model identification in closed-loop. - Marion Gilson; Hugues Garnier; Paul M. J. Van den Hof (ACC, 2004)

Generalised hold functions for fast sampling rates. - Juan I. Yuz; Graham C. Goodwin; Hugues Garnier (CDC, 2004)

Identification of continuous-time errors-in-variables models. - Kaushik Mahata; Hugues Garnier (Autom., 2006)

Identification and estimation of continuous-time, data-based mechanistic (DBM) models for environmental systems. - Peter C. Young; Hugues Garnier (Environ. Model. Softw., 2006)

Identification of continuous-time Box-Jenkins models with arbitrary time-delay. - Kaushik Mahata; Hugues Garnier (CDC, 2007)

Continuous-time model identification from noisy input/output measurements using fourth-order cumulants. - Stéphane Thil; Hugues Garnier; Marion Gilson; Kaushik Mahata (CDC, 2007)

Refined instrumental variable methods for identification of Hammerstein continuous-time Box-Jenkins models. - Vincent Laurain; Marion Gilson; Hugues Garnier; Peter C. Young (CDC, 2008)

Third-order cumulants based methods for continuous-time errors-in-variables model identification. - Stéphane Thil; Hugues Garnier; Marion Gilson (Autom., 2008)

Refined instrumental variable methods for identifying hammerstein models operating in closed loop. - Vincent Laurain; Marion Gilson; Hugues Garnier (CDC, 2009)

Unifying some higher-order statistic-based methods for errors-in-variables model identification. - Stéphane Thil; Wei Xing Zheng 001; Marion Gilson; Hugues Garnier (Autom., 2009)

Identification of LPV output-error and Box-Jenkins models via optimal refined instrumental variable methods. - Vincent Laurain; Marion Gilson; Roland Tóth; Hugues Garnier (ACC, 2010)

Refined instrumental variable methods for identification of LPV Box-Jenkins models. - Vincent Laurain; Marion Gilson; Roland Tóth; Hugues Garnier (Autom., 2010)

Direct identification of continuous-time LPV models. - Vincent Laurain; Marion Gilson; Roland Tóth; Hugues Garnier (ACC, 2011)

Instrumental variable scheme for closed-loop LPV model identification. - Roland Tóth; Vincent Laurain; Marion Gilson; Hugues Garnier (Autom., 2012)

Refined Instrumental Variable Identification of Continuous-Time OE and BJ Models from Irregularly Sampled Data. - Fengwei Chen; Hugues Garnier; Marion Gilson (ALCOSP, 2013)

Identification of Advection-Diffusion Equation from a Limited Number of Spatial Locations. - Julien Schorsch; Marion Gilson; Hugues Garnier (ALCOSP, 2013)

Frequency-domain instrumental variable based method for wide band system identification. - Marion Gilson; James S. Welsh; Hugues Garnier (ACC, 2013)

Identification of LPV partial differential equation models. - Julien Schorsch; Marion Gilson; Vincent Laurain; Hugues Garnier (CDC, 2013)

Parameter and differentiation order estimation in fractional models. - Stéphane Victor; Rachid Malti; Hugues Garnier; Alain Oustaloup (Autom., 2013)

Instrumental variable methods for identifying partial differential equation models. - Julien Schorsch; Hugues Garnier; Marion Gilson; Peter C. Young (Int. J. Control, 2013)

Parameter and time-delay identification of continuous-time models from non-uniformly sampled data. - Fengwei Chen; Hugues Garnier; Marion Gilson (CDC, 2014)

Closed-loop identification of continuous-time systems from non-uniformly sampled data. - Fengwei Chen; Marion Gilson; Juan C. Agüero; Hugues Garnier; Julien Schorsch (ECC, 2014)

Refined IV-based method for LPV partial differential equation model identification. - Julien Schorsch; Vincent Laurain; Marion Gilson; Hugues Garnier (ECC, 2014)

Special issue on 'Applications of Continuous-Time Model Identification and Estimation'. - Hugues Garnier; Peter C. Young (Int. J. Control, 2014)

The advantages of directly identifying continuous-time transfer function models in practical applications. - Hugues Garnier; Peter C. Young (Int. J. Control, 2014)

Direct continuous-time approaches to system identification. Overview and benefits for practical applications. - Hugues Garnier (Eur. J. Control, 2015)

Real-time identification of linear continuous-time systems with slowly time-varying parameters. - Arturo Andrés Padilla Bernedo; Hugues Garnier; Peter C. Young; Juan I. Yuz (CDC, 2016)

Developments towards formalizing a benchmark for continuous-time model identification. - Valentin Pascu; Hugues Garnier; Lennart Ljung; Alexandre Janot (CDC, 2016)

A pragmatic and systematic statistical analysis for identification of industrial robots. - Mathieu Brunot; Alexandre Janot; Francisco Carrillo; Hugues Garnier (AIM, 2017)

Comparison between the IDIM-IV method and the DIDIM method for industrial robots identification. - Mathieu Brunot; Alexandre Janot; Francisco Carrillo; Hugues Garnier (AIM, 2017)

EM-based identification of continuous-time ARMA Models from irregularly sampled data. - Fengwei Chen; Juan C. Agüero; Marion Gilson; Hugues Garnier; Tao Liu 002 (Autom., 2017)

Identification and control of nonlinear electro-mechanical systems. - Alexandre Janot; Peter C. Young; Hugues Garnier; Françoise Lamnabhi-Lagarrigue (Int. J. Control, 2017)

Robust time-domain output error method for identifying continuous-time systems with time delay. - Fengwei Chen; Marion Gilson; Hugues Garnier; Tao Liu 002 (Syst. Control. Lett., 2017)

Predicting collisions: time-to-contact forecasting based on probabilistic segmentation and system identification. - Ángel Juan Sánchez-García; Homero V. Ríos-Figueroa; Hugues Garnier; Gustavo Quintana-Carapia; Ericka-Janet Rechy-Ramírez; Antonio Marín-Hernández (Adv. Robotics, 2018)

Frequency domain identification of continuous-time output-error models with time-delay from relay feedback tests. - Fengwei Chen; Hugues Garnier; Marion Gilson; Xiangtao Zhuan (Autom., 2018)

Issues in separable identification of continuous-time models with time-delay. - Fengwei Chen; Xiangtao Zhuan; Hugues Garnier; Marion Gilson (Autom., 2018)

A Frequency Localizing Basis Function-Based IV Method for Wideband System Identification. - Marion Gilson; James S. Welsh; Hugues Garnier (IEEE Trans. Control. Syst. Technol., 2018)

Benchmark problems for continuous-time model identification: Design aspects, results and perspectives. - Valentin Pascu; Hugues Garnier; Lennart Ljung; Alexandre Janot (Autom., 2019)

Recursive IV Identification of Continuous-Time Models With Time Delay From Sampled Data. - Fengwei Chen; Hugues Garnier; Arturo Andrés Padilla Bernedo; Marion Gilson (IEEE Trans. Control. Syst. Technol., 2020)

Redundancy-Aware Physics Informed Neural Networks (R-PINNs) Based Learning of Nonlinear Algebraic Systems with Non-Measurable States. - Mayank Shekhar Jha; Hugues Garnier; Didier Theilliol (CDC, 2023)

Identification of Continuous-Time Linear Parameter Varying Systems With Noisy Scheduling Variable Using Local Regression. - Arturo Padilla; Hugues Garnier; Juan I. Yuz; Fengwei Chen; Carlos Muñoz Poblete (IEEE Access, 2024)

Continuous-time model identification of the subglottal system. - Javier G. Fontanet; Juan I. Yuz; Hugues Garnier; Arturo Morales 002; Juan P. Cortés; Matías Zañartu (Biomed. Signal Process. Control., 2024)

Remaining Useful Life prediction based on physics-informed data augmentation. - Martin Hervé de Beaulieu; Mayank Shekhar Jha; Hugues Garnier; Farid Cerbah (Reliab. Eng. Syst. Saf., 2024)