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20212026
most citedParametric model order reduction for a wildland fire model via the shifted POD based deep learning method

2 citations · 2 across the 6 of their papers we have counts for

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math.OC2024

Optimal control for a class of linear transport-dominated systems via the shifted proper orthogonal decomposition

Tobias Breiten, Shubhaditya Burela, Philipp Schulze

Solving optimal control problems for transport-dominated partial differential equations (PDEs) can become computationally expensive, especially when dealing with high-dimensional s…

cs.LG2024

Automated transport separation using the neural shifted proper orthogonal decomposition

Beata Zorawski, Shubhaditya Burela, Philipp Krah +2

This paper presents a neural network-based methodology for the decomposition of transport-dominated fields using the shifted proper orthogonal decomposition (sPOD). Classical sPOD…