Gouri Ginde

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Aleksander Berezowski (1)Hassan Hassanzadeh (1)

Papers (1)

Apr 16, 2026

Aleksander Berezowski +2Apr 16, 2026

Assessing the Potential of Masked Autoencoder Foundation Models in Predicting Downhole Metrics from Surface Drilling Data

MAEFMs could unlock more accurate real-time downhole predictions in oil and gas drilling by leveraging unlabeled surface data, a capability currently untapped by existing ANN and LSTM models.

Aleksander Berezowski, Hassan Hassanzadeh, Gouri Ginde

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

Gouri Ginde

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Frequent co-authors

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Gouri Ginde

Research focus

Frequent co-authors

Papers (1)