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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 10.

UMAP visualization of the comparison of original light curves and output embedding for the task of stellar variability classification. Figure (a) on the left illustrates the original light-curve data, while Figure (b) on the right illustrates the output embedding generated by FALCO for classification purposes.

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