Hugues Garnier

47 papers C 5Journal 23Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Neural Ordinary Differential Equations based System Identification for Reinforcement Learning with Provable Guarantees. CDC Théo Rutschke, Mayank Shekhar Jha, Hugues Garnier
2024	J	`jnl`	Continuous-time model identification of the subglottal system. Biomed. Signal Process. Control. Javier G. Fontanet, Juan I. Yuz, Hugues Garnier, Arturo Morales, Juan P. Cortés, Matías Zañartu
2024	J	`jnl`	Identification of Continuous-Time Linear Parameter Varying Systems With Noisy Scheduling Variable Using Local Regression. IEEE Access Arturo Padilla, Hugues Garnier, Juan I. Yuz, Fengwei Chen, Carlos Muñoz Poblete
2024	J	`jnl`	Remaining Useful Life prediction based on physics-informed data augmentation. Reliab. Eng. Syst. Saf. Martin Hervé de Beaulieu, Mayank Shekhar Jha, Hugues Garnier, Farid Cerbah
2023	—	`conf`	Redundancy-Aware Physics Informed Neural Networks (R-PINNs) Based Learning of Nonlinear Algebraic Systems with Non-Measurable States. CDC Mayank Shekhar Jha, Hugues Garnier, Didier Theilliol
2020	J	`jnl`	Recursive IV Identification of Continuous-Time Models With Time Delay From Sampled Data. IEEE Trans. Control. Syst. Technol. Fengwei Chen, Hugues Garnier, Arturo Andrés Padilla Bernedo, Marion Gilson
2019	J	`jnl`	Benchmark problems for continuous-time model identification: Design aspects, results and perspectives. Autom. Valentin Pascu, Hugues Garnier, Lennart Ljung, Alexandre Janot
2018	J	`jnl`	A Frequency Localizing Basis Function-Based IV Method for Wideband System Identification. IEEE Trans. Control. Syst. Technol. Marion Gilson, James S. Welsh, Hugues Garnier
2018	J	`jnl`	Frequency domain identification of continuous-time output-error models with time-delay from relay feedback tests. Autom. Fengwei Chen, Hugues Garnier, Marion Gilson, Xiangtao Zhuan
2018	J	`jnl`	Issues in separable identification of continuous-time models with time-delay. Autom. Fengwei Chen, Xiangtao Zhuan, Hugues Garnier, Marion Gilson
2018	J	`jnl`	Predicting collisions: time-to-contact forecasting based on probabilistic segmentation and system identification. Adv. Robotics Ángel Juan Sánchez-García, Homero V. Ríos-Figueroa, Hugues Garnier, Gustavo Quintana-Carapia, Ericka-Janet Rechy-Ramírez, Antonio Marín-Hernández
2017	—	`conf`	A pragmatic and systematic statistical analysis for identification of industrial robots. AIM Mathieu Brunot, Alexandre Janot, Francisco Carrillo, Hugues Garnier
2017	—	`conf`	Comparison between the IDIM-IV method and the DIDIM method for industrial robots identification. AIM Mathieu Brunot, Alexandre Janot, Francisco Carrillo, Hugues Garnier
2017	J	`jnl`	EM-based identification of continuous-time ARMA Models from irregularly sampled data. Autom. Fengwei Chen, Juan C. Agüero, Marion Gilson, Hugues Garnier, Tao Liu
2017	J	`jnl`	Identification and control of nonlinear electro-mechanical systems. Int. J. Control Alexandre Janot, Peter C. Young, Hugues Garnier, Françoise Lamnabhi-Lagarrigue
2017	J	`jnl`	Robust time-domain output error method for identifying continuous-time systems with time delay. Syst. Control. Lett. Fengwei Chen, Marion Gilson, Hugues Garnier, Tao Liu
2016	—	`conf`	Developments towards formalizing a benchmark for continuous-time model identification. CDC Valentin Pascu, Hugues Garnier, Lennart Ljung, Alexandre Janot
2016	—	`conf`	Real-time identification of linear continuous-time systems with slowly time-varying parameters. CDC Arturo Andrés Padilla Bernedo, Hugues Garnier, Peter C. Young, Juan I. Yuz
2015	J	`jnl`	Direct continuous-time approaches to system identification. Overview and benefits for practical applications. Eur. J. Control Hugues Garnier
2014	—	`conf`	Closed-loop identification of continuous-time systems from non-uniformly sampled data. ECC Fengwei Chen, Marion Gilson, Juan C. Agüero, Hugues Garnier, Julien Schorsch
2014	—	`conf`	Parameter and time-delay identification of continuous-time models from non-uniformly sampled data. CDC Fengwei Chen, Hugues Garnier, Marion Gilson
2014	—	`conf`	Refined IV-based method for LPV partial differential equation model identification. ECC Julien Schorsch, Vincent Laurain, Marion Gilson, Hugues Garnier
2014	J	`jnl`	Special issue on 'Applications of Continuous-Time Model Identification and Estimation'. Int. J. Control Hugues Garnier, Peter C. Young
2014	J	`jnl`	The advantages of directly identifying continuous-time transfer function models in practical applications. Int. J. Control Hugues Garnier, Peter C. Young
2013	C	`conf`	Frequency-domain instrumental variable based method for wide band system identification. ACC Marion Gilson, James S. Welsh, Hugues Garnier
2013	—	`conf`	Identification of Advection-Diffusion Equation from a Limited Number of Spatial Locations. ALCOSP Julien Schorsch, Marion Gilson, Hugues Garnier
2013	—	`conf`	Identification of LPV partial differential equation models. CDC Julien Schorsch, Marion Gilson, Vincent Laurain, Hugues Garnier
2013	J	`jnl`	Instrumental variable methods for identifying partial differential equation models. Int. J. Control Julien Schorsch, Hugues Garnier, Marion Gilson, Peter C. Young
2013	J	`jnl`	Parameter and differentiation order estimation in fractional models. Autom. Stéphane Victor, Rachid Malti, Hugues Garnier, Alain Oustaloup
2013	—	`conf`	Refined Instrumental Variable Identification of Continuous-Time OE and BJ Models from Irregularly Sampled Data. ALCOSP Fengwei Chen, Hugues Garnier, Marion Gilson
2012	J	`jnl`	Instrumental variable scheme for closed-loop LPV model identification. Autom. Roland Tóth, Vincent Laurain, Marion Gilson, Hugues Garnier
2011	C	`conf`	Direct identification of continuous-time LPV models. ACC Vincent Laurain, Marion Gilson, Roland Tóth, Hugues Garnier
2010	C	`conf`	Identification of LPV output-error and Box-Jenkins models via optimal refined instrumental variable methods. ACC Vincent Laurain, Marion Gilson, Roland Tóth, Hugues Garnier
2010	J	`jnl`	Refined instrumental variable methods for identification of LPV Box-Jenkins models. Autom. Vincent Laurain, Marion Gilson, Roland Tóth, Hugues Garnier
2009	—	`conf`	Refined instrumental variable methods for identifying hammerstein models operating in closed loop. CDC Vincent Laurain, Marion Gilson, Hugues Garnier
2009	J	`jnl`	Unifying some higher-order statistic-based methods for errors-in-variables model identification. Autom. Stéphane Thil, Wei Xing Zheng, Marion Gilson, Hugues Garnier
2008	—	`conf`	Refined instrumental variable methods for identification of Hammerstein continuous-time Box-Jenkins models. CDC Vincent Laurain, Marion Gilson, Hugues Garnier, Peter C. Young
2008	J	`jnl`	Third-order cumulants based methods for continuous-time errors-in-variables model identification. Autom. Stéphane Thil, Hugues Garnier, Marion Gilson
2007	—	`conf`	Continuous-time model identification from noisy input/output measurements using fourth-order cumulants. CDC Stéphane Thil, Hugues Garnier, Marion Gilson, Kaushik Mahata
2007	—	`conf`	Identification of continuous-time Box-Jenkins models with arbitrary time-delay. CDC Kaushik Mahata, Hugues Garnier
2006	J	`jnl`	Identification and estimation of continuous-time, data-based mechanistic (DBM) models for environmental systems. Environ. Model. Softw. Peter C. Young, Hugues Garnier
2006	J	`jnl`	Identification of continuous-time errors-in-variables models. Autom. Kaushik Mahata, Hugues Garnier
2004	—	`conf`	Generalised hold functions for fast sampling rates. CDC Juan I. Yuz, Graham C. Goodwin, Hugues Garnier
2004	C	`conf`	Instrumental variable methods for continuous-time model identification in closed-loop. ACC Marion Gilson, Hugues Garnier, Paul M. J. Van den Hof
2004	C	`conf`	Time-domain approaches to continuous-time model identification of dynamical systems from sampled data. ACC Hugues Garnier, Peter C. Young
2002	—	`conf`	An approach to continuous-time model identification from non-uniformly sampled data. CDC Eric Huselstein, Hugues Garnier
2002	—	`conf`	Quantification of model uncertainties in closed-loop subspace identification. CDC Marion Gilson, Alain Richard, Hugues Garnier