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Haomin Yu

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Open access Jul 2026

A Selective Multi-View Representation Augmentation Framework for Crystal Property Prediction

The notion of a crystal supercell is introduced, which enables more comprehensive explorations of crystal structure and offers evidence that SILVA is capable of outperforming state-of-the-art methods.

Haomin Yu, Ji-Lin Hu, K. Tolborg et al. · 0 citations
Preprint Aug 2026

A Simple Approximation to the Distribution of the Ridge Regression Estimator

We present a simple Gaussian approximation to the finite-sample distribution of the classical ridge regression estimator. Our approximation captures the fact that, in finite samples, the ridge regression estimator trades off bias and variance to reduce estimation and prediction error. Our approximation is based on nons...

J. M. Olea, Ryan Strong, Amilcar Velez et al. · 0 citations

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