MB
Matthieu Barreau
math.OCcs.LGcs.SYeess.SYmath.APcs.AIcs.NAcs.NEmath.DSmath.NA
On Valency
published · living versionsW_8y27wbfn·v1 · currentpublished
A Semigroup-Aware Kernel Neural Operator with Latent Exponential Integration for Forced PDEs
with Naseem Abbas, Vittorio Colao, Davide Macrì, William Spataro
1 version
Preprints & journals
38 papers in the corpus · 2017–2026Learning Traffic Flow Dynamics with Stochastic Physics-Informed Neural Cellular Automata2610.09946v1 · Federica Bragone, Matthieu Barreau2026 · 0 citationsarXiv
Alternating Levenberg-Marquardt Training of Physics-Informed Neural Networks with Fourier-Enhanced Features2608.05892v1 · Yulun Wu, Matthieu Barreau, Miguel Aguiar et al.2026 · 0 citationsarXiv
Learning Neural Maximal Lyapunov Functions on 2606.19669v1 · Adeel Akhtar, Matthieu Barreau2026 · 0 citationsarXiv
Locally Stable Neural ODEs with Characterized Region of Attraction2606.19109v1 · Alice Harting, Karl Henrik Johansson, Sophie Tarbouriech et al.2026 · 0 citationsarXiv
Hybrid System Identification of Electric Freight Transition Dynamics via SINDy and Neural ODEs2605.30990v1 · Alessandro Carli, Maret Clement, Jonas M\aartensson et al.2026 · 0 citationsITSC 2026
Model-free Anomaly Detection for Dynamical Systems with Gaussian Processes2604.11629v1 · Alejandro Penacho Riveiros, Nicola Bastianello, Matthieu Barreau2026 · 0 citationsarXiv
Detectability of Subtle Anomalies in Dynamical Systems via Log-Likelihood Ratio2604.11631v1 · Alejandro Penacho Riveiros, Matthieu Barreau, Nicola Bastianello2026 · 0 citationsarXiv
Second Order Physics-Informed Learning of Road Density using Probe Vehicles2604.07918v1 · S. Betancur Giraldo, J. M\aartensson, M. Barreau2026 · 0 citationsarXiv
Region of Attraction Estimation for Linear Quadratic Regulator, Linear and Robust Model Predictive Control on a Two-Wheeled Inverted Pendulum2604.04455v3 · Lorenzo Fici, Dalim Wahby, Alvaro Detailleur et al.2026 · 0 citations2026 10th International Conference on Control, Automation and Diagnosis (ICCAD), pp. 1-6, 2026
Curriculum-Learned Vanishing Stacked Residual PINNs for Hyperbolic PDE State Reconstruction2602.06996v1 · Katayoun Eshkofti, Matthieu Barreau2026 · 0 citationsarXiv
Modeling and Physics-Enhanced Fault Detection in Wastewater Pump Stations2511.11304v1 · Katayoun Eshkofti, Henrik Sandberg, Mikael Nilsson et al.2025 · 0 citationsarXiv
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features2510.19399v2 · Yulun Wu, Miguel Aguiar, Karl H.Johansson et al.2025 · 0 citationsarXiv
Physics-Informed Detection of Friction Anomalies in Satellite Reaction Wheels2509.04060v3 · Alejandro Penacho Riveiros, Nicola Bastianello, Karl H. Johansson et al.2025 · 0 citationsarXiv
Source-Guided Flow Matching2508.14807v2 · Zifan Wang, Alice Harting, Matthieu Barreau et al.2025 · 0 citationsarXiv
Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares2505.20327v2 · Aurora Poggi, Giuseppe Alessio D'Inverno, Hjalmar Brismar et al.2025 · 0 citationsarXiv
Closed-Loop Neural Operator-Based Observer of Traffic Density2504.04873v2 · Alice Harting, Karl Henrik Johansson, Matthieu Barreau2025 · 0 citationsarXiv
Online Traffic Density Estimation using Physics-Informed Neural Networks2504.03483v1 · Dennis Wilkman, Kateryna Morozovska, Karl Henrik Johansson et al.2025 · 1 citationarXiv
Vanishing Stacked-Residual PINN for State Reconstruction of Hyperbolic Systems2503.14222v5 · Katayoun Eshkofti, Matthieu Barreau2025 · 2 citationsarXiv
Optimal Sensor Placement in Power Transformers Using Physics-Informed Neural Networks2502.00552v1 · Sirui Li, Federica Bragone, Matthieu Barreau et al.2025 · 1 citationarXiv
A Control Perspective on Training PINNs2501.18582v3 · Matthieu Barreau, Haoming Shen2025 · 0 citationsarXiv
Data-Driven vs Traditional Approaches to Power Transformer's Top-Oil Temperature Estimation2501.16831v1 · Francis Tembo, Federica Bragone, Tor Laneryd et al.2025 · 2 citationsarXiv
MILP initialization for solving parabolic PDEs with PINNs2501.16153v1 · Sirui Li, Federica Bragone, Matthieu Barreau et al.2025 · 1 citationarXiv
KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning2501.11655v3 · M. Umar B. Niazi, John Cao, Matthieu Barreau et al.2025 · 0 citationsarXiv
Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers2304.08837v2 · John Cao, Muhammad Umar B. Niazi, Matthieu Barreau et al.2023 · 4 citationsarXiv
Physics-informed Learning for Identification and State Reconstruction of Traffic Density2103.13852v2 · Matthieu Barreau, Miguel Aguiar, John Liu et al.2021 · 40 citationsarXiv
Lyapunov Stability Analysis of a Mass-Spring system subject to Friction2103.04853v1 · Matthieu Barreau, Sophie Tarbouriech, Frederic Gouaisbaut2021 · 4 citationsSystem and Control Letters, 2021
Learning-based State Reconstruction for a Scalar Hyperbolic PDE under noisy Lagrangian Sensing2011.09871v2 · M. Barreau, J. Liu, K. H. Johansson2020 · 13 citationsProceedings of Machine Learning Research vol 144:1-16, 2021
Learning-based Traffic State Reconstruction using Probe Vehicles2011.05031v2 · John Liu, Matthieu Barreau, Mladen Cicic et al.2020 · 22 citationsarXiv
Numerical Investigation of Traffic State Reconstruction and Control Using Connected Automated Vehicles2010.02564v1 · Mladen Cicic, Matthieu Barreau, Karl Henrik Johansson2020 · 7 citationsITSC 2020, Rhodes, Greece
Dynamic Traffic Reconstruction using Probe Vehicles2007.09914v1 · Matthieu Barreau, Anton Selivanov, Karl Henrik Johansson2020 · 7 citationsarXiv
Integral Quadratic Constraints on Linear Infinite-dimensional Systems for Robust Stability Analysis2003.06283v2 · Barreau Matthieu, Scherer Carsten W., Gouaisbaut Frederic et al.2020 · 6 citationsIFAC WC 2020, Berlin
Practical Stability Analysis of a Drilling Pipe under Friction with a PI-Controller1904.10658v2 · Matthieu Barreau, Fr'ed'eric Gouaisbaut, Alexandre Seuret2019 · 25 citationsarXiv
Stabilization of an unstable wave equation using an infinite dimensional dynamic controller1807.08999v2 · Matthieu Barreau (LAAS-MAC), Fr'ed'eric Gouaisbaut (LAAS-MAC), Alexandre Seuret (LAAS-MAC)2018 · 2 citations57th IEEE Conference on Decision and Control (CDC), Dec 2018, Miami Beach, United States. 2018, https://cdc2018.ieeecss.org/
Exponential Lyapunov Stability Analysis of a Drilling Mechanism1803.02713v3 · Matthieu Barreau (LAAS-MAC), Alexandre Seuret (LAAS-MAC), Fr'ed'eric Gouaisbaut (LAAS-MAC)2018 · 0 citations57th IEEE Conference on Decision and Control, Miami Beach, FL, USA, December 17-19, 2018, Dec 2018, Miamy, United States. 2018, https://cdc2018.ieeecss.org/
Input / Output Stability of a Damped String Equation coupled with Ordinary Differential System1801.09916v2 · Matthieu Barreau, Fr'ed'eric Gouaisbaut, Alexandre Seuret et al.2018 · 19 citationsInternational Journal of Robust Control, 2018
Static State and Output Feedback Synthesis for Time-Delay Systems1711.08666v2 · Matthieu Barreau (LAAS-MAC), Fr'ed'eric Gouaisbaut (LAAS-MAC), Alexandre Seuret (LAAS)2017 · 0 citationsECC 2018, Jun 2018, Limassol, France. 2018. http://www.ecc18.eu/
Wirtinger-based Exponential Stability for Time-Delay Systems1708.02119v2 · Matthieu Barreau, Alexandre Seuret, Frederic Gouaisbaut2017 · 11 citationspp.11984-11989, 2017, IFAC-PapersOnLine
Lyapunov stability analysis of a string equation coupled with an ordinary differential system1706.09151v5 · Matthieu Barreau (LAAS-MAC), Alexandre Seuret (LAAS-MAC), Fr'ed'eric Gouaisbaut (LAAS-MAC) et al.2017 · 56 citationsIEEE Transactions on Automatic Control, Institute of Electrical and Electronics Engineers, 2018, pp.1 - 1
Career total: 54 works. 38 are in this corpus.
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