Multi-fidelity wavelet neural operator with application to uncertainty quantification

11 August 2022

Papers citing "Multi-fidelity wavelet neural operator with application to uncertainty quantification"

12 / 12 papers shown

Title
Generative flow induced neural architecture search: Towards discovering optimal architecture in wavelet neural operator Hartej Soin Tapas Tripura Souvik Chakraborty 24 3 0 11 May 2024
Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations Sawan Kumar R. Nayek Souvik Chakraborty 32 2 0 24 Apr 2024
Neuroscience inspired scientific machine learning (Part-2): Variable spiking wavelet neural operator Shailesh Garg Souvik Chakraborty 30 0 0 15 Nov 2023
DPA-WNO: A gray box model for a class of stochastic mechanics problem Tushar Souvik Chakraborty DiffM 16 3 0 24 Sep 2023
Enhanced multi-fidelity modelling for digital twin and uncertainty quantification A. Desai N. Navaneeth Sondipon Adhikari Souvik Chakraborty AI4CE 11 5 0 26 Jun 2023
A Bi-fidelity DeepONet Approach for Modeling Uncertain and Degrading Hysteretic Systems Subhayan De P. Brewick 24 0 0 25 Apr 2023
Physics informed WNO N. N. Tapas Tripura S. Chakraborty 15 28 0 12 Feb 2023
Randomized prior wavelet neural operator for uncertainty quantification Shailesh Garg S. Chakraborty UQCV BDL 12 1 0 02 Feb 2023
Improved generalization with deep neural operators for engineering systems: Path towards digital twin Kazuma Kobayashi James Daniell S. B. Alam AI4CE 28 20 0 17 Jan 2023
Adaptive physics-informed neural operator for coarse-grained non-equilibrium flows Ivan Zanardi Simone Venturi M. Panesi AI4CE 57 17 0 27 Oct 2022
Mosaic Flows: A Transferable Deep Learning Framework for Solving PDEs on Unseen Domains Hengjie Wang R. Planas Aparna Chandramowlishwaran Ramin Bostanabad AI4CE 42 61 0 22 Apr 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,281 0 18 Oct 2020