{"id":601,"date":"2021-01-10T19:41:41","date_gmt":"2021-01-10T23:41:41","guid":{"rendered":"http:\/\/sites.nd.edu\/jianxun-wang\/?page_id=601"},"modified":"2022-07-08T11:23:16","modified_gmt":"2022-07-08T15:23:16","slug":"software-codes","status":"publish","type":"page","link":"https:\/\/sites.nd.edu\/jianxun-wang\/software-codes\/","title":{"rendered":"Software & Codes"},"content":{"rendered":"\n
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2022, Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems [Github Repository<\/a>]<\/p>\n\n\n\n

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2021, Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control [Github Repository<\/a>]<\/p>\n\n\n\n

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2021, Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels — parametric forward SR and boundary inference. [Github Repository<\/a>]<\/p>\n\n\n\n

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2021, Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Steady-State Parametric PDEs on Irregular Domain [Github Repository<\/a>]<\/p>\n\n\n\n

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2020, Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data [Github Repository<\/a>]<\/p>\n\n\n\n

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2020, Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning [Github Repository<\/a>]<\/p>\n\n\n\n

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2022, Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems [Github Repository] 2021, Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control [Github Repository] 2021, Super-resolution and denoising of fluid flow using physics-informed convolutional neural networks without high-resolution labels — parametric forward SR and boundary inference. [Github Repository] 2021, […]<\/p>\n","protected":false},"author":3220,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-601","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages\/601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/users\/3220"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/comments?post=601"}],"version-history":[{"count":8,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages\/601\/revisions"}],"predecessor-version":[{"id":1101,"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/pages\/601\/revisions\/1101"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/jianxun-wang\/wp-json\/wp\/v2\/media?parent=601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}