Raphael Jungers

Raphael Jungers

Université Catholique de Louvain

H-index: 29

Europe-Belgium

About Raphael Jungers

Raphael Jungers, With an exceptional h-index of 29 and a recent h-index of 20 (since 2020), a distinguished researcher at Université Catholique de Louvain, specializes in the field of Cyber-Physical Systems, Control Theory, Optimization, Combinatorics, Computer Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Memoryless concretization relation

Learning stability of partially observed switched linear systems

Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks

Graph-based conditions for feedback stabilization of switched and LPV systems

Zonotope-based Symbolic Controller Synthesis for Linear Temporal Logic Specifications

Learning stability guarantees for constrained switching linear systems from noisy observations

Dionysos. jl: a Modular Platform for Smart Symbolic Control

Potential for recovery after extremely prolonged VV-ECMO support in well-selected severe COVID-19 patients: a retrospective cohort study

Raphael Jungers Information

University

Position

Professor of Applied Mathematics ICTEAM

Citations(all)

3581

Citations(since 2020)

1792

Cited By

2584

hIndex(all)

29

hIndex(since 2020)

20

i10Index(all)

76

i10Index(since 2020)

45

Email

University Profile Page

Université Catholique de Louvain

Google Scholar

View Google Scholar Profile

Raphael Jungers Skills & Research Interests

Cyber-Physical Systems

Control Theory

Optimization

Combinatorics

Computer Science

Top articles of Raphael Jungers

Title

Journal

Author(s)

Publication Date

Memoryless concretization relation

arXiv preprint arXiv:2403.09556

Julien Calbert

Sébastien Mattenet

Antoine Girard

Raphaël M Jungers

2024/3/14

Learning stability of partially observed switched linear systems

Automatica

Zheming Wang

Raphaël M Jungers

Mihály Petreczky

Bo Chen

Li Yu

2024/6/1

Formal Synthesis of Lyapunov Stability Certificates for Linear Switched Systems using ReLU Neural Networks

Virginie Debauche

Raphaël M Jungers

2024

Graph-based conditions for feedback stabilization of switched and LPV systems

Automatica

Matteo Della Rossa

Thiago Alves Lima

Marc Jungers

Raphaël M Jungers

2024/2/1

Zonotope-based Symbolic Controller Synthesis for Linear Temporal Logic Specifications

IEEE Transactions on Automatic Control

Wei Ren

Raphaël M Jungers

Dimos V Dimarogonas

2024/4/26

Learning stability guarantees for constrained switching linear systems from noisy observations

Nonlinear Analysis: Hybrid Systems

Adrien Banse

Zheming Wang

Raphaël M Jungers

2024/2/1

Dionysos. jl: a Modular Platform for Smart Symbolic Control

arXiv preprint arXiv:2404.14114

Julien Calbert

Adrien Banse

Benoît Legat

Raphaël M Jungers

2024/4/22

Potential for recovery after extremely prolonged VV-ECMO support in well-selected severe COVID-19 patients: a retrospective cohort study

BMC Pulmonary Medicine

Jean-Marc de Walque

Christophe de Terwangne

Raphaël Jungers

Sophie Pierard

Christophe Beauloye

...

2024/1/8

Data-driven control of unknown switched linear systems using scenario optimization

IEEE Transactions on Automatic Control

Zheming Wang

Guillaume O Berger

Raphaël M Jungers

2024/3/28

Statistical comparison of Path-Complete Lyapunov Functions: a Discrete-Event Systems perspective

In Proc. of IFAC-WODES'24

Raphaël M Jungers

UCLouvain ICTEAM

2024

Stability Analysis of Switched Linear Systems with Neural Lyapunov Functions

Proceedings of the AAAI Conference on Artificial Intelligence

Virginie Debauche

Alec Edwards

Raphaël M Jungers

Alessandro Abate

2024/3/24

Smart abstraction of dynamical systems via a Cantor-Kantorovich distance between Markov chains

Adrien Banse

Licio Romao

Alessandro Abate

Raphaël M Jungers

UCLouvain ICTEAM

2024

An Efficient Method to Verify the Inclusion of Ellipsoids

Julien Calbert

Lucas N. Egidio

Raphaël M. Jungers

2022

PAC-learning gains of Turing machines over circuits and neural networks

Physica D: Nonlinear Phenomena

Brieuc Pinon

Raphaël Jungers

Jean-Charles Delvenne

2023/2/1

A categorical view on the converse Lyapunov theorem

arXiv preprint arXiv:2306.00509

Sébastien Maurice Mattenet

Raphael Jungers

2023/6/1

Stability of switched affine systems: Arbitrary and dwell-time switching

SIAM Journal on Control and Optimization

Matteo Della Rossa

Lucas N Egidio

Raphaël M Jungers

2023/8/31

Computation of invariant sets via immersion for discrete-time nonlinear systems

Automatica

Zheming Wang

Raphaël M Jungers

Chong Jin Ong

2023/1/1

LEPL1101-Algèbre linéaire

Raphaël JUNGERS

Julien CALBERT

Rémi DELOGNE

Charles MONNOYER

2023

Data-driven heuristic symbolic models and application to limit-cycle detection

Julien Calbert

Raphaël M Jungers

2023/5/31

Context-triggered Abstraction-based Control Design

IEEE Open Journal of Control Systems

Satya Prakash Nayak

Lucas N. Egidio

Matteo Della Rossa

Anne-Kathrin Schmuck

Raphael M. Jungers

2023/8/16

See List of Professors in Raphael Jungers University(Université Catholique de Louvain)

Co-Authors

H-index: 74
Maurice Heemels

Maurice Heemels

Technische Universiteit Eindhoven

H-index: 67
Vincent Blondel

Vincent Blondel

Université Catholique de Louvain

H-index: 63
Paulo Tabuada

Paulo Tabuada

University of California, Los Angeles

H-index: 62
Pablo A. Parrilo

Pablo A. Parrilo

Massachusetts Institute of Technology

H-index: 43
Maria Domenica Di Benedetto

Maria Domenica Di Benedetto

Università degli Studi dell'Aquila

H-index: 36
Julien Hendrickx

Julien Hendrickx

Université Catholique de Louvain

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