Emmanuelle Abisset‐Chavanne

Centre National de la Recherche Scientifique — France

Engineering · Physical Sciences

19h-index1.6kcitations123works3.42yr avg
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Research Topics

Composite Material Mechanics(44), Rheology and Fluid Dynamics Studies(29), Model Reduction and Neural Networks(23), Thermography and Photoacoustic Techniques(14), Lattice Boltzmann Simulation Studies(13)

Publications123 total

Curriculum Learning Framework for Fault Diagnosis in Electric Motor Systems Based on Recurrent Neural Networks
Applied Sciences·2025Open Access
An efficient deep learning strategy for real-time semantic segmentation of trees for embedded systems
Engineering Applications of Artificial Intelligence·2025· 1 cited
Analyse de la résonance locale de défaut générée par des sources acoustiques secondaires (SAS) en vue de la détection et de la caractérisation non destructif de matériaux par vibrothermographie
SPIRE - Sciences Po Institutional REpository·2025
A progressive self-supervised learning framework: From fault diagnosis to electric motor wear prediction
Expert Systems with Applications·2025· 2 cited
Cooperative Hybrid Modelling and Dimensionality Reduction for a Failure Monitoring Application in Industrial Systems
Sensors·2025· 6 citedOpen Access
A Review on Physics-Guided Deep Learning and Thermal Applications
SSRN Electronic Journal·2025Open Access
Rapid identification of fatigue degradation law of composite material based on IR thermography
Composite Structures·2024
Vibrothermography for NDT : dynamic control of thermal sources by acoustic fields
NOISE-CON proceedings·2024
A Digital Twin use cases classification and definition framework based on Industrial feedback
Computers in Industry·2024· 26 citedOpen Access
Renforcement de la robustesse d'un modèle hybride de pronostic de défaillances d'un moteur électrique par apprentissage progressif
SPIRE - Sciences Po Institutional REpository·2024Open Access
A study on real-time quantitative thermal analysis of composite tapes
NDT & E International·2024· 1 citedOpen Access
Active thermal super-resolution based on laser flying spot technique coupled with IR thermography and wavelet transform
Quantitative InfraRed Thermography Journal·2024· 5 citedOpen Access
RECONSTRUCTION OF BURIED THERMAL SOURCES FROM SURFACE TEMPERATURE FIELDS BY BAYESIAN INFERENCE
Computational Thermal Sciences An International Journal·2023Open Access
Material recognition method to enable adaptive drilling of multi-material aerospace stacks
The International Journal of Advanced Manufacturing Technology·2023· 23 citedOpen Access
Performance de la modélisation hybride sur un processus de défaillance dans les systèmes industriels
Oskar-Bordeaux (Universite de Bordeaux)·2023Open Access
Impact de méthodes d'analyse de données pour améliorer le pronostic de défaillance moteur à partir de séries temporelles multivariées
SPIRE - Sciences Po Institutional REpository·2023Open Access
Advanced Mathematical Models and Efficient Numerical Simulation in Composite Processes
Computational and experimental methods in structures·2023
Active thermo-reflectometry for absolute temperature measurement by infrared thermography on specular materials
Scientific Reports·2022· 9 citedOpen Access
Multispectral Active Infrared Thermo-Reflectometry for Absolute Temperature Measurement by Contactless IR Thermography
Research Square (Research Square)·2021Open Access
Flash method and Bayesian inference for measurement of thermophysical fields
AIP Advances·2021· 2 citedOpen Access
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Frequent Co-authors

Francisco Chinesta(34), Elías Cueto(14), Rubén Ibáñez(9), R. Keunings(8), Jean Louis Duval(6), José Vicente Aguado(6), Sébastien Comas-Cardona(6), David González(5), Amine Ammar(5), Christophe Binétruy(5), Marta Gil Pérez(5), Alain Sommier(5), C. Pradère(5), Antonio Huerta(4), F. Chinesta(4), Julien Férec(4), Gilles Ausias(4), David Prono(4), Chady Ghnatios(3), Adrien Scheuer(3)