An autoencoder-based reduced-order model for eigenvalue problems with
application to neutron diffusion

An autoencoder-based reduced-order model for eigenvalue problems with application to neutron diffusion

15 August 2020

Toby R. F. Phillips

Christopher C. Pain

Papers citing "An autoencoder-based reduced-order model for eigenvalue problems with application to neutron diffusion"

10 / 10 papers shown

Title
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 111 0 0 13 Feb 2025
Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows Jan Heiland Yongho Kim AI4CE 24 2 0 19 Jan 2024
An autoencoder compression approach for accelerating large-scale inverse problems J. Wittmer Jacob Badger H. Sundar T. Bui-Thanh AI4CE 29 1 0 10 Apr 2023
Solving the Discretised Boltzmann Transport Equations using Neural Networks: Applications in Neutron Transport Toby R. F. Phillips C. Heaney Boyang Chen A. Buchan Christopher C. Pain 29 5 0 24 Jan 2023
Fast-Image2Point: Towards Real-Time Point Cloud Reconstruction of a Single Image using 3D Supervision AmirHossein Zamani A. Aghdam K. Ghaffari 3DV 3DPC 19 1 0 20 Sep 2022
Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models Sibo Cheng Jianhua Chen Charitos Anastasiou P. Angeli Omar K. Matar Yi-Ke Guo Christopher C. Pain Rossella Arcucci AI4CE 36 60 0 07 Apr 2022
An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes C. Heaney Zef Wolffs Jón Atli Tómasson L. Kahouadji P. Salinas A. Nicolle Omar K. Matar Ionel M. Navon N. Srinil Christopher C. Pain AI4CE 26 21 0 13 Feb 2022
Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations César Quilodrán-Casas Rossella Arcucci Laetitia Mottet Yike Guo Christopher C. Pain AI4CE 22 8 0 13 Apr 2021
Non-intrusive reduced order modeling of poroelasticity of heterogeneous media based on a discontinuous Galerkin approximation T. Kadeethum F. Ballarin N. Bouklas AI4CE 45 26 0 28 Jan 2021
Applying Convolutional Neural Networks to Data on Unstructured Meshes with Space-Filling Curves C. Heaney Yuling Li Omar K. Matar Christopher C. Pain AI4CE 11 15 0 24 Nov 2020