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FALCO: Foundation Model of Astronomical Light Curves for Time Domain Astronomy. Implementation and Applications on Kepler Data

  • Authors: Xiaoxiong Zuo, Yihan Tao, Yang Huang, Zhixuan Kang, Huaxi Chen, Chenzhou Cui, Jiashu Pan, Xiao Kong, Yuan-Sen Ting, Xiaoyu Tang, Henggeng Han, Haiyang Mu, Yunfei Xu, Dongwei Fan, Guirong Xue, Ali Luo, Jifeng Liu

Xiaoxiong Zuo et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 3.

The architecture of the proposed model. The shapes in the figure, such as (32, 200, 1024), represent (batch_size, seq_len, nembd). Here, the input light-curve sequence length is fixed at seq_len = 200, the embedding dimension for the large-scale model is nembd = 1024, and the batch size is 32. The N in the figure denotes the number of stacked transformer blocks.

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