Physics-informed neural network method for solving one-dimensional advection equation using PyTorch-Reference-Cited by-同舟云学术

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Physics-informed neural network method for solving one-dimensional advection equation using PyTorch

Published:2022-03 Issue: Volume:13 Page:100110
ISSN:2590-0056
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language:en
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Author:

Vadyala Shashank Reddy^ORCID,Betgeri Sai Nethra,Betgeri Naga Parameshwari

Publisher

Elsevier BV

Reference21 articles.

1. DGM: a deep learning algorithm for solving partial differential equations;Sirignano;J. Comput. Phys.,2018

2. Research and education in computational science and engineering;Rüde;SIAM Rev.,2018

3. Finite element solution of boundary value problems—theory and computation (O. Axelsson and V. A. Barker);Gunzburger;SIAM Rev.,1988

4. Data-driven physics-informed constitutive metamodeling of complex fluids: a multifidelity neural network (MFNN) framework,;Mahmoudabadbozchelou;J. Rheol.,2021

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