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Solution to Halfar Model using Neuromancer #387

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1 of 7 tasks

sabinala opened this issue Oct 16, 2023 · 1 comment

Closed

1 of 7 tasks

Solution to Halfar Model using Neuromancer #387

sabinala opened this issue Oct 16, 2023 · 1 comment

Contributor

sabinala commented Oct 16, 2023 •

edited

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Use Neuromancer to solve Halfar Model. This is a list of what is needed in order to read the PDE from a Decapode.

Convert shallow_ice.jl to ipynb
Get training data from Decapodes solution
Read the Decapode equation pieces into PyAcset
Convert PyAcset to SymPy expressions
Need to add discrete exterior calculus operators to SymPy (specifically, Hodge star and inverse Hodge star)
Make those symbolic expressions readable by SymPy
Compile the SymPy expressions to form f_pinn, the expression for the pde for the physics-informed neural network (Neuromancer) to solve

Contributor Author

sabinala commented Dec 13, 2023

Agustin has taken this over, and I believe we are abandoning this avenue for solving PDEs.

sabinala closed this as completed

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