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A Swin Transformer for Multiparameter Solar Wind Forecasting from MHD Simulations

  • Authors: Yiwan Deng, Yike Qiu, Zhou Chen, Kening Zhang, Tingfeng Xie, Jing-Song Wang

Yiwan Deng et al 2026 The Astrophysical Journal 1011 .

  • Provider: AAS Journals

Caption: Figure 3.

Training loss (MAE; blue), validation MAE (orange), and MSE (green)MAE/MSE for each training epoch, in normalized units. (a) Complete training history on a logarithmic scale; (b) enlarged view of epochs 300–500. The vertical dashed line represents epoch 434, at which point the validation MSE reaches its minimum and is selected as the final model checkpoint.

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