Thomas Daniel

Model order reduction assisted by deep neural networks (ROM-net)

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Advanced Modeling and Simulation in Engineering Sciences · 2020 · 81 citations · Full text

Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Journal of Computational Physics · 2022 · 23 citations · Full text

Numerical Analysis, Physics-informed Cluster Analysis, Reduced Order Modeling +13

Data Augmentation and Feature Selection for Automatic Model Recommendation in Computational Physics

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Mathematical and Computational Applications · 2021 · 16 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +26

Uncertainty quantification for industrial numerical simulation using dictionaries of reduced order models

Thomas Daniel, Fabien Casenave, Nissrine Akkari et al. · Mechanics & Industry · 2022 · 12 citations · Full text

Numerical Analysis, Reduced Order Modeling, Engineering +21