Search Results for author: Rajeev Jaiman

Found 2 papers, 0 papers with code

Combined space-time reduced-order model with 3D deep convolution for extrapolating fluid dynamics

no code implementations1 Nov 2022 Indu Kant Deo, Rui Gao, Rajeev Jaiman

To alleviate these errors, we propose a novel technique for learning coupled spatial-temporal correlation using a 3D convolution network.

Decoder

Predicting waves in fluids with deep neural network

no code implementations17 Jan 2022 Indu Kant Deo, Rajeev Jaiman

The attention-based sequence-to-sequence network increases the time-horizon of prediction compared to the standard recurrent neural network with long short-term memory cells.

Denoising Time Series Analysis

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