Latent neural operator pretraining for solving time-dependent pdes

T Wang, C Wang - arxiv preprint arxiv:2410.20100, 2024 - arxiv.org
Pretraining methods gain increasing attraction recently for solving PDEs with neural
operators. It alleviates the data scarcity problem encountered by neural operator learning …

Wavelet Diffusion Neural Operator

P Hu, R Wang, X Zheng, T Zhang, H Feng… - arxiv preprint arxiv …, 2024 - arxiv.org
Simulating and controlling physical systems described by partial differential equations
(PDEs) are crucial tasks across science and engineering. Recently, diffusion generative …