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Asynchronous time series interpolation of Sagittarius A* multi-wavelength data using machine learning

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SgrA_Interpolation

Asynchronous time series interpolation of Sagittarius A* multi-wavelength data using machine learning. Pre-trained model and scripts for training/inferencing can be found in directory Tripletformer

Benchmarking done with multi-output Gaussian Processes (MOGPs) and Tripletformer in their respective directories. TACTiS-2 will be adapted to include time series specific inductive biases.

Project still in the works. Part of future paper Sasseville et al. 2025

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Asynchronous time series interpolation of Sagittarius A* multi-wavelength data using machine learning

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