Fusing nonlinear solvers with transformers for accelerating the solution of parametric transient problems

Author:

Papadopoulos Leonidas,Atzarakis KonstantinosORCID,Sotiropoulos GerasimosORCID,Kalogeris Ioannis,Papadopoulos Vissarion

Funder

European High Performance Computing Joint Undertaking

Horizon 2020

Publisher

Elsevier BV

Reference52 articles.

1. Computational mechanics enhanced by deep learning;Oishi;Comput. Methods Appl. Mech. Engrg.,2017

2. Smart finite elements: A novel machine learning application;Capuano;Comput. Methods Appl. Mech. Engrg.,2019

3. Hierarchical Deep Learning Neural Network (HiDeNN): An artificial intelligence (AI) framework for computational science and engineering;Saha;Comput. Methods Appl. Mech. Engrg.,2021

4. Machine learning applications for building structural design and performance assessment: State-of-the-art review;Sun;J. Build. Eng.,2021

5. Multiscale analysis of nonlinear systems using a hierarchy of deep neural networks;Pyrialakos;Int. J. Solids Struct.,2023

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