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Learning and Predicting the Nonlinear Variability of X-Ray Binaries with the Koopman Operator

Authors: Eric Miao, Ruo-Yu Shang, Kaya Mori, Reshmi Mukherjee

Eric Miao et al 2026 The Astrophysical Journal Supplement Series 286 .

Provider: AAS Journals

Caption: Figure C3.

Two segments of rebinned 4U 1705-44 data (blue) overlaid with the smoothed light curve and uncertainties. Sections with gaps and large measurement uncertainties (MJD 50100, 50450, 51900) have significantly larger smoothed uncertainties (red band), while sections with better data have smaller uncertainties.

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