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Jiayi Ge

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Open access Jul 2026

Asteroid Albedo and Size Inversion: A Deep Learning Method and Application Based on Multiparameters

A deep learning method is proposed that takes an 11-dimensional vector comprising absolute magnitude, orbital parameters, and type information as input, and embeds the Bowell formula to fuse physical priors with data-driven modeling, thereby significantly expanding the training sample size, which ensures robust model generalization.

Jiayi Ge, Xiaoming Zhang, Juan Li et al. · 0 citations