Matthieu Barreau

31 papers Journal 19Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Curriculum-Learned Vanishing Stacked Residual PINNs for Hyperbolic PDE State Reconstruction. CoRR Katayoun Eshkofti, Matthieu Barreau
2025	J	`jnl`	Accuracy and Robustness of Weight-Balancing Methods for Training PINNs. CoRR Matthieu Barreau, Haoming Shen
2025	—	`conf`	Closed-Loop Neural Operator-Based Observer of Traffic Density. CDC Alice Harting, Karl Henrik Johansson, Matthieu Barreau
2025	J	`jnl`	Closed-Loop Neural Operator-Based Observer of Traffic Density. CoRR Alice Harting, Karl Henrik Johansson, Matthieu Barreau
2025	J	`jnl`	Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation. CoRR Francis Tembo, Federica Bragone, Tor Laneryd, Matthieu Barreau, Kateryna Morozovska
2025	J	`jnl`	Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares. CoRR Aurora Poggi, Giuseppe Alessio D'Inverno, Hjalmar Brismar, Ozan Öktem, Matthieu Barreau, Kateryna Morozovska
2025	J	`jnl`	Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features. CoRR Yulun Wu, Miguel Aguiar, Karl Henrik Johansson, Matthieu Barreau
2025	J	`jnl`	KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning. CoRR Muhammad Umar B. Niazi, John Cao, Matthieu Barreau, Karl Henrik Johansson
2025	J	`jnl`	MILP initialization for solving parabolic PDEs with PINNs. CoRR Sirui Li, Federica Bragone, Matthieu Barreau, Kateryna Morozovska
2025	J	`jnl`	Modeling and Physics-Enhanced Fault Detection in Wastewater Pump Stations. CoRR Katayoun Eshkofti, Henrik Sandberg, Mikael Nilsson, Matthieu Barreau
2025	—	`conf`	Online Traffic Density Estimation using Physics-Informed Neural Networks. CDC Dennis Bogatov Wilkman, Kateryna Morozovska, Karl Henrik Johansson, Matthieu Barreau
2025	J	`jnl`	Online Traffic Density Estimation using Physics-Informed Neural Networks. CoRR Dennis Bogatov Wilkman, Kateryna Morozovska, Karl Henrik Johansson, Matthieu Barreau
2025	J	`jnl`	Optimal Sensor Placement in Power Transformers Using Physics-Informed Neural Networks. CoRR Sirui Li, Federica Bragone, Matthieu Barreau, Tor Laneryd, Kateryna Morozovska
2025	J	`jnl`	Physics-Informed Detection of Friction Anomalies in Satellite Reaction Wheels. CoRR Alejandro Penacho Riveiros, Nicola Bastianello, Karl Henrik Johansson, Matthieu Barreau
2025	J	`jnl`	Source-Guided Flow Matching. CoRR Zifan Wang, Alice Harting, Matthieu Barreau, Michael M. Zavlanos, Karl Henrik Johansson
2025	J	`jnl`	Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems. CoRR Katayoun Eshkofti, Matthieu Barreau
2025	J	`jnl`	Vanishing Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems. IEEE Control. Syst. Lett. Katayoun Eshkofti, Matthieu Barreau
2024	J	`jnl`	Learning and Verifying Maximal Taylor-Neural Lyapunov functions. CoRR Matthieu Barreau, Nicola Bastianello
2024	—	`conf`	Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers. ECC John Cao, Muhammad Umar B. Niazi, Matthieu Barreau, Karl Henrik Johansson
2022	—	`conf`	New frontiers of freeway traffic control and estimation. CDC Maria Laura Delle Monache, Cecilia Pasquale, Matthieu Barreau, Raphael E. Stern
2021	—	`conf`	Learning-based State Reconstruction for a Scalar Hyperbolic PDE under noisy Lagrangian Sensing. L4DC Matthieu Barreau, John Liu, Karl Henrik Johansson
2021	J	`jnl`	Lyapunov stability analysis of a mass-spring system subject to friction. Syst. Control. Lett. Matthieu Barreau, Sophie Tarbouriech, Frédéric Gouaisbaut
2021	—	`conf`	Physics-informed Learning for Identification and State Reconstruction of Traffic Density. CDC Matthieu Barreau, Miguel Aguiar, John Liu, Karl Henrik Johansson
2021	J	`jnl`	Practical Stability Analysis of a Drilling Pipe Under Friction With a PI-Controller. IEEE Trans. Control. Syst. Technol. Matthieu Barreau, Frédéric Gouaisbaut, Alexandre Seuret
2020	—	`conf`	Dynamic Traffic Reconstruction using Probe Vehicles. CDC Matthieu Barreau, Anton Selivanov, Karl Henrik Johansson
2020	—	`conf`	Numerical Investigation of Traffic State Reconstruction and Control Using Connected Automated Vehicles. ITSC Mladen Cicic, Matthieu Barreau, Karl Henrik Johansson
2019	—	`—`	Stability analysis of coupled ordinary differential systems with a string equation : application to a drilling mechanism. (Analyse de stabilité de systèmes différentiels ordinaires couplés avec une équation des ondes : application aux mécanismes de forage). Matthieu Barreau
2018	—	`conf`	Exponential Lyapunov Stability Analysis of a Drilling Mechanism. CDC Matthieu Barreau, Alexandre Seuret, Frédéric Gouaisbaut
2018	J	`jnl`	Lyapunov Stability Analysis of a String Equation Coupled With an Ordinary Differential System. IEEE Trans. Autom. Control. Matthieu Barreau, Alexandre Seuret, Frédéric Gouaisbaut, Lucie Baudouin
2018	—	`conf`	Stabilization of an Unstable Wave Equation Using an Infinite Dimensional Dynamic Controller. CDC Matthieu Barreau, Frédéric Gouaisbaut, Alexandre Seuret
2018	—	`conf`	Static State and Output Feedback Synthesis for Time-Delay Systems. ECC Matthieu Barreau, Frédéric Gouaisbaut, Alexandre Seuret