{"id":15362,"date":"2024-10-23T09:00:32","date_gmt":"2024-10-23T00:00:32","guid":{"rendered":"https:\/\/www.ecomottblog.com\/?p=15362"},"modified":"2025-03-14T17:13:14","modified_gmt":"2025-03-14T08:13:14","slug":"%e6%b8%ac%e5%ae%9a%e7%b5%90%e6%9e%9c%e3%82%84%e5%ae%9f%e9%a8%93%e7%b5%90%e6%9e%9c%e3%82%92%e5%87%a6%e7%90%86%e3%81%99%e3%82%8b%e3%81%9f%e3%82%81%e3%81%ae%e7%89%a9%e7%90%86%e6%83%85%e5%a0%b1%e3%83%8b","status":"publish","type":"post","link":"https:\/\/www.ecomottblog.com\/?p=15362","title":{"rendered":"\u6e2c\u5b9a\u7d50\u679c\u3084\u5b9f\u9a13\u7d50\u679c\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u7269\u7406\u60c5\u5831\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(PINN)"},"content":{"rendered":"

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\n<\/p>\n

\u533b\u7642\u753b\u50cf\u7528\u306ePINN<\/h1>\n

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\n\u3053\u306e\u30e2\u30c7\u30eb\u306f\u81d3\u5668\u306e\u5909\u5f62\u3092\u4e88\u6e2c\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u81d3\u5668\u306e\u7279\u6027\u3092\u8a3a\u65ad\u3059\u308b\u3053\u3068\u306b\u3082\u5229\u7528\u3067\u304d\u3001\u75c5\u6c17\u306e\u8a3a\u65ad\u306b\u5f79\u7acb\u3064\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

PIV\u88dc\u6b63\u306e\u305f\u3081\u306ePINN<\/h1>\n

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\n\"\"
\n\u56f32\uff0e\u3053\u3053\u3067\u306f\u3001\u9060\u5fc3\u30d5\u30a1\u30f3\u3001\u6e2c\u5b9a\u9762\u3001\u304a\u3088\u3073\u3053\u306e\u5e73\u9762\u306b\u5bfe\u3059\u308b\u7a7a\u9593\u306e\u65b9\u5411\u304c\u3069\u306e\u3088\u3046\u306b\u7406\u89e3\u3055\u308c\u308b\u304b\u304c\u7c21\u7565\u5316\u3057\u3066\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002PIV\u6cd5\u3092\u4f7f\u7528\u3057\u3066\u3001x\u65b9\u5411\u304a\u3088\u3073y\u65b9\u5411\u306e\u901f\u5ea6\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u304c\u3001z\u65b9\u5411\u306e\u901f\u5ea6\u306f\u6e2c\u5b9a\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n

\"\"
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\"\"
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\u6587\u732e\uff1a<\/h1>\n

[1] Z. Min, Z.M.C. Baum, S.U. Saeed, M. Emberton, D.C. Barratt, Z.A. Taylor, and Y. Hu (2024): Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticit, arXiv:2407.03292v2<\/a>
\n[2] Z. Min, Z.M.C. Baum, S.U. Saeed, M. Emberton, D.C. Barratt1, Z.A. Taylor, and Y. Hu (2023): Non-rigid Medical Image Registration using Physics-informed Neural Networks, arXiv:2302.10343v1 <\/a>
\n[3] M. Soltani, G. Akbari, and N. Montazerin (2024): Trade-off between reconstruction accuracy and physical validity in modeling turbomachinery particle image velocimetry data by physics-informed convolutional neural networks, arXiv:2403.00183 <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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