GS-DeepNet: mastering tokamak plasma equilibria with deep neural networks and the Grad–Shafranov equation

Structural absorption by barbule microstructures of super black bird of paradise feathers

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A survey of transfer learning

Karl R. Weiss, Taghi M. Khoshgoftaar, Dingding Wang · Journal Of Big Data · 2016 · 5.9K citations · Full text

Data Classification, Engineering, Machine Learning +13

Hidden fluid mechanics: Learning velocity and pressure fields from flow visualizations

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Geometric Learning, Real-time Visualization, Convolutional Neural Network +23

Reconstruction of current profile parameters and plasma shapes in tokamaks

L. L. Lao, H. St. John, R.D. Stambaugh et al. · Nuclear Fusion · 1985 · 1.7K citations

Electrical Engineering, Engineering, Current Profile +9

Learning data-driven discretizations for partial differential equations

Yohai Bar‐Sinai, Stephan Hoyer, Jason Hickey et al. · Proceedings of the National Academy of Sciences · 2019 · 519 citations · Full text