Kevin Carlberg
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| title | conference | date |
|---|---|---|
| Nonlinear Model Reduction: Using ML to Enable Rapid Simulation of Extreme-Scale Physics Models | AAAI-MLPS 2020 | 2020-03-23 |
Uses convolutional autoencoders and LSTM error models to learn a low‑dimensional nonlinear manifold (decoder = parameterization) and solves reduced dynamics… | ||
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