An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes

13 February 2022

Papers citing "An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes"

7 / 7 papers shown

Title
Deep Convolutional Architectures for Extrapolative Forecast in Time-dependent Flow Problems Pratyush Bhatt Y. Kumar A. Soulaïmani AI4TS AI4CE 6 5 0 18 Sep 2022
AI-enhanced iterative solvers for accelerating the solution of large scale parametrized systems Stefanos Nikolopoulos I. Kalogeris V. Papadopoulos G. Stavroulakis 16 11 0 06 Jul 2022
A Comparison of Neural Network Architectures for Data-Driven Reduced-Order Modeling A. Gruber M. Gunzburger L. Ju Zhu Wang GNN 24 62 0 05 Oct 2021
Machine Learning Techniques to Construct Patched Analog Ensembles for Data Assimilation L. Yang Ian G. Grooms 13 18 0 27 Feb 2021
Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation Julian Mack Rossella Arcucci Miguel Molina-Solana Yi-Ke Guo 3DPC 42 34 0 06 Jan 2021
Adversarially trained LSTMs on reduced order models of urban air pollution simulations César Quilodrán-Casas Rossella Arcucci Christopher C. Pain Yike Guo 33 7 0 05 Jan 2021
An autoencoder-based reduced-order model for eigenvalue problems with application to neutron diffusion Toby R. F. Phillips C. Heaney Paul N. Smith Christopher C. Pain 18 56 0 15 Aug 2020