Introduction to deep learning for fluid mechanics
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In this video we describe
In this video we describe several deep-learning methods for temporal predictions in fluid mechanics. See the topics and references below:
✅ MLPs and LSTMs:
link.aps.org/doi/10.1103/PhysRevFluids.4.054603
✅Koopman framework with non-linear forcing:
www.sciencedirect.com/science/article/pii/S0142727…
✅ LSTMs in a turbulent channel:
www.sciencedirect.com/science/article/pii/S0142727…
✅ Transformers:
www.cambridge.org/core/journals/journal-of-fluid-m…
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