Article

Unsupervised physics-informed neural network in reaction-diffusion biology models (Ulcerative colitis and Crohn’s disease cases) A preliminary study

2023-10-09

Abstract excerpt

<title>Abstract</title> <p>We propose to explore the potential of physics-informed neural networks (PINNs) in solving a class of partial differential equations (PDEs) used to model the propagation of chronic inflammatory bowel diseases, such as Crohn’s disease and ulcerative colitis. An unsupervised approach was privileged during the deep neural network training. Given the complexity of the underlying biological...

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Literature Corpus work: faf8a3d0-b5a8-51f6-8251-c55b64261387
DOI: 10.21203/rs.3.rs-3405428/v1

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Unsupervised physics-informed neural network in reaction-diffusion biology models (Ulcerative colitis and Crohn’s disease cases) A preliminary studyDOI 10.21203/rs.3.rs-3405428/v1Read

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