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20202025
most citedA fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder

208 citations · 291 across the 5 of their papers we have counts for

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physics.comp-ph2023★ 16 cited

Gappy AE: A Nonlinear Approach for Gappy Data Reconstruction using Auto-Encoder

Youngkyu Kim, Youngsoo Choi, Byounghyun Yoo

We introduce a novel data reconstruction algorithm known as Gappy auto-encoder (Gappy AE) to address the limitations associated with Gappy proper orthogonal decomposition (Gappy PO…