Scaling GP-based PDE Solvers
The project explored techniques to scale probabilistic PDE solvers to larger, more complex problems. The animation above demonstrates the result of this work: A simulation of the 1D shallow-water equations. This was not tractable within the previous framework.
Don’t worry, this is not the end of the story. In my thesis, I developed techniques that scale substantially better…
Details (on this work and on future work) coming soon!