Mathilde Mougeot
Orcid: 0009-0009-6346-4519
According to our database1,
Mathilde Mougeot
authored at least 33 papers
between 1989 and 2024.
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Bibliography
2024
Geometry-aware framework for deep energy method: an application to structural mechanics with hyperelastic materials.
CoRR, 2024
Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees.
CoRR, 2024
2023
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification.
CoRR, 2023
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
Fixed-Budget Online Adaptive Learning for Physics-Informed Neural Networks. Towards Parameterized Problem Inference.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
Physics-informed neural networks for non-Newtonian fluid thermo-mechanical problems: An application to rubber calendering process.
Eng. Appl. Artif. Intell., 2022
Fixed-budget online adaptive mesh learning for physics-informed neural networks. Towards parameterized problem inference.
CoRR, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
2021
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
2020
IEEE Technol. Soc. Mag., 2020
Leveraging Digital Disruptions for a Climate-Safe and Equitable World: The D^2S Agenda: [Commentary].
IEEE Technol. Soc. Mag., 2020
Proceedings of the High Performance Computing - 35th International Conference, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
2019
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016
anomaly detection on spectrograms using data-driven and fixed dictionary representations.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2014
2013
Sparse Approximation and Fit of Intraday Load Curves in a High Dimensional Framework.
Adv. Data Sci. Adapt. Anal., 2013
1991
Image compression with back propagation: Improvement of the visual restoration using different cost functions.
Neural Networks, 1991
1989
Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989