Stabilization of an Unstable Wave Equation Using an Infinite Dimensional Dynamic Controller. - Matthieu Barreau; Frédéric Gouaisbaut; Alexandre Seuret (CDC, 2018)

Exponential Lyapunov Stability Analysis of a Drilling Mechanism. - Matthieu Barreau; Alexandre Seuret; Frédéric Gouaisbaut (CDC, 2018)

Static State and Output Feedback Synthesis for Time-Delay Systems. - Matthieu Barreau; Frédéric Gouaisbaut; Alexandre Seuret (ECC, 2018)

Lyapunov Stability Analysis of a String Equation Coupled With an Ordinary Differential System. - Matthieu Barreau; Alexandre Seuret; Frédéric Gouaisbaut; Lucie Baudouin (IEEE Trans. Autom. Control., 2018)

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 (2019)

Dynamic Traffic Reconstruction using Probe Vehicles. - Matthieu Barreau; Anton Selivanov; Karl Henrik Johansson (CDC, 2020)

Numerical Investigation of Traffic State Reconstruction and Control Using Connected Automated Vehicles. - Mladen Cicic; Matthieu Barreau; Karl Henrik Johansson (ITSC, 2020)

Physics-informed Learning for Identification and State Reconstruction of Traffic Density. - Matthieu Barreau; Miguel Aguiar; John Liu; Karl Henrik Johansson (CDC, 2021)

Learning-based State Reconstruction for a Scalar Hyperbolic PDE under noisy Lagrangian Sensing. - Matthieu Barreau; John Liu; Karl Henrik Johansson (L4DC, 2021)

Lyapunov stability analysis of a mass-spring system subject to friction. - Matthieu Barreau; Sophie Tarbouriech; Frédéric Gouaisbaut (Syst. Control. Lett., 2021)

Practical Stability Analysis of a Drilling Pipe Under Friction With a PI-Controller. - Matthieu Barreau; Frédéric Gouaisbaut; Alexandre Seuret (IEEE Trans. Control. Syst. Technol., 2021)

New frontiers of freeway traffic control and estimation. - Maria Laura Delle Monache; Cecilia Pasquale; Matthieu Barreau; Raphael E. Stern (CDC, 2022)

Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers. - John Cao; Muhammad Umar B. Niazi; Matthieu Barreau; Karl Henrik Johansson (ECC, 2024)

Learning and Verifying Maximal Taylor-Neural Lyapunov functions. - Matthieu Barreau; Nicola Bastianello (CoRR, 2024)

Vanishing Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems. - Katayoun Eshkofti; Matthieu Barreau (IEEE Control. Syst. Lett., 2025)

KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning. - Muhammad Umar B. Niazi; John Cao; Matthieu Barreau; Karl Henrik Johansson (CoRR, 2025)

MILP initialization for solving parabolic PDEs with PINNs. - Sirui Li; Federica Bragone; Matthieu Barreau; Kateryna Morozovska (CoRR, 2025)

Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation. - Francis Tembo; Federica Bragone; Tor Laneryd; Matthieu Barreau; Kateryna Morozovska (CoRR, 2025)

Accuracy and Robustness of Weight-Balancing Methods for Training PINNs. - Matthieu Barreau; Haoming Shen (CoRR, 2025)

Optimal Sensor Placement in Power Transformers Using Physics-Informed Neural Networks. - Sirui Li; Federica Bragone; Matthieu Barreau; Tor Laneryd; Kateryna Morozovska (CoRR, 2025)

Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems. - Katayoun Eshkofti; Matthieu Barreau (CoRR, 2025)

Online Traffic Density Estimation using Physics-Informed Neural Networks. - Dennis Bogatov Wilkman; Kateryna Morozovska; Karl Henrik Johansson; Matthieu Barreau (CoRR, 2025)

Closed-Loop Neural Operator-Based Observer of Traffic Density. - Alice Harting; Karl Henrik Johansson; Matthieu Barreau (CoRR, 2025)

Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares. - Aurora Poggi; Giuseppe Alessio D'Inverno; Hjalmar Brismar; Ozan Öktem; Matthieu Barreau; Kateryna Morozovska (CoRR, 2025)

Source-Guided Flow Matching. - Zifan Wang 002; Alice Harting; Matthieu Barreau; Michael M. Zavlanos; Karl Henrik Johansson (CoRR, 2025)