Representative PDE Benchmarks (RPB)

We made the datasets as clean as we could. It is now clear which datasets correspong to in-distribution and out-of-distributions testings. Please read our BLOG!

There are 8 benchmarks that we considered:

• Poisson Equation
• Wave Equation
• Smooth Transport
• Discontinuous Transport
• Allen-Cahn Equation
• Navier-Stokes Equations
• Darcy Flow
• Compressible Euler Equations

REMARK: DO NOT USE __MACOSX FILES, BUT THE .H5 ONES! 

Please refer to out github page to get the script that loads the datasets: 

https://github.com/bogdanraonic3/ConvolutionalNeuralOperator/tree/main 

Please let us know if there are mistakes in the data (email: braonic@student.ethz.ch)