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cs.LG2024★ 1 cited
A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains
Qinglu Meng, Yingguang Li, Zhiliang Deng +5
Predictive learning for spatio-temporal processes (PL-STP) on complex spatial domains plays a critical role in various scientific and engineering fields, with its essence being the…
math.NA2024★ 1 cited
Diffeomorphism Neural Operator for various domains and parameters of partial differential equations
Zhiwei Zhao, Changqing Liu, Yingguang Li +2
In scientific and engineering applications, solving partial differential equations (PDEs) across various parameters and domains normally relies on resource-intensive numerical meth…