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Found 2 papers, 1 papers with code
Guiding continuous operator learning through Physics-based boundary constraints
Numerical experiments based on multiple PDEs with a wide variety of applications indicate that the proposed approach ensures satisfaction of BCs, and leads to more accurate solutions over the entire domain.
Modeling Advection on Directed Graphs using Matérn Gaussian Processes for Traffic Flow
The transport of traffic flow can be modeled by the advection equation.
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