Afsal Pulikkathodi
11
Documents
Publications
Non-intrusive coupling of neural network-based local model and explicit dynamics16e Colloque National en Calcul des Structures, May 2024, Presqu'Ile de Giens, France
Communication dans un congrès
hal-04431982v1
|
|
A data-driven approach using Neural Networks for real-time modeling and simulation of structures with many welded points under impactInternational Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Jun 2023, Athens, Greece
Communication dans un congrès
hal-04228349v1
|
|
Non-Intrusive Coupling of Neural Network-Based Local Model and Explicit Dynamics Scheme: Application to Spot-Welded Plates under Impact2nd IACM Mechanistic Machine Learning and Digital Engineering for Computational Science Engineering and Technology, Sep 2023, El Paso, Texas, United States
Communication dans un congrès
hal-04228400v1
|
|
A data-driven approach for the real-time modelling of spot-welded patches under impact using deep learning6th International Workshop on Model Reduction Techniques, Nov 2023, Paris-Saclay, France
Communication dans un congrès
hal-04425553v1
|
|
A data-driven approach for the real-time modelling of spot-welded patches under impact using deep learning20th International Conference on Numerical Analysis and Applied Mathematics, 2022, Heraklion (Crete Island), Greece
Communication dans un congrès
hal-04424534v1
|
|
|
A data-driven approach for the real-time modeling of spot-welded patches under impact using Deep Learning25éme congrès français de mécanique, Aug 2022, Nantes, France
Communication dans un congrès
hal-03825830v1
|
A data-driven approach using Neural Network for real-time modeling of spot welded patches under impactIUTAM Symposium on Data-driven Mechanics, Oct 2022, Paris, France
Communication dans un congrès
hal-03825839v1
|
|
Real-time tracking of crack propagation in active structuresXXVII Conference on Computer Methods in Materials Technology, Mar 2021, Kraków, Poland
Communication dans un congrès
hal-03825749v1
|
Real-time inverse crack tracking in uncertain microstructures using PGD-based model reduction and extended Kalman filteringComputational Mechanics, 2023, 71, pp.311-332. ⟨10.1007/s00466-022-02240-4⟩
Article dans une revue
hal-03834687v1
|
|
|
A neural network-based data-driven local modeling of spotwelded plates under impactMechanics & Industry, 2023, 24, pp.34. ⟨10.1051/meca/2023029⟩
Article dans une revue
hal-04190457v1
|
|
Scientific machine learning and physics-augmented neural networks for hybrid digital twinsJournée du GDR I-GAIA, 2023, Paris, France
Poster de conférence
hal-04425617v1
|