240206 (Tue)

Time table

9:00	Lab arrival
~ 9:52	Administrative work + Read book
~ 11:23	Transformer study [1]
~ 14:24	Lunch & Meeting w/ SNU
~ 15:35	GNN-ROM paper read [2]
~ 17:05	GCNN-NIROM paper read [3]
~ 18:00	Dinner
~ 22:55	GCA-ROM code implementation

 

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Details

[1] Transformer study

• https://youtu.be/zxQyTK8quyY?si=Ir6pZVsWnB2hQquu

[2] GNN-ROM paper 

• Han, Xu, et al. "Predicting physics in mesh-reduced space with temporal attention." arXiv preprint arXiv:2201.09113 (2022).

[3] GCNN-NIROM paper 

• Pichi, Federico, Beatriz Moya, and Jan S. Hesthaven. "A graph convolutional autoencoder approach to model order reduction for parametrized PDEs." Journal of Computational Physics (2024): 112762.