conftrace_

turbulent flow

3 papers

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Co-occurring keywords

partial differential equation (222) spatiotemporal dynamics (17) coarse grid (1) convolutional filter (15) invariant measure (7) spatial resolution (13) neural network (6616) physics-guided neural network (2) dissipative system (3) numerical simulation (10)

Papers

P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NIPS 2024
Learning Chaotic Dynamics in Dissipative Systems NIPS 2022
Physics guided neural networks for spatio-temporal super-resolution of turbulent flows UAI 2022