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Collection : Universite Toulouse 2 - Jean Jaures
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PINN-based Identification of Spatially Varying Elastic Moduli from Experimental Full-Field Displacement Data

Subjects: Data assimilation; Parameter Identification; Inverse problems

  • Source: https://hal.science/hal-05361098 ; 2025.

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Bayesian Optimization of a Lightweight and Accurate Neural Network for Aerodynamic Performance Prediction ; Optimisation bayésienne d'un réseau neuronal léger et précis pour la prédiction des performances aérodynamiques

Subjects: Bayesian Optimization; Machine Learning; Computational Efficiency

  • Source: https://hal.science/hal-05004649 ; 2025.

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Academic Journal

Reduction of the Shallow Water System by an Error Aware POD-Neural Network Method: Application to Floodplain Dynamics

Subjects: Non-intrusive reduced order models; Shallow water equations; Proper orthogonal decomposition

  • Source: ISSN: 0045-7825.

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Dissertation/ Thesis

Robustness verification of neural networks using polynomial optimization ; Vérification de la robustesse des réseaux de neurones à l'aide de l'optimisation polynomiale

Subjects: Robustness verification; Lipschitz constant; Neural network

  • Source: https://theses.hal.science/tel-04008562 ; Optimization and Control [math.OC]. Université Paul Sabatier - Toulouse III, 2022. English. ⟨NNT : 2022TOU30190⟩.

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  • 1-4 ل  4 نتائج ل ""nns )""