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ODINN-SciML / ODINN.jl

Global glacier model using Universal Differential Equations for climate-glacier interactions
MIT License
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Generate training dataset with fake A function #7

Closed JordiBolibar closed 3 years ago

JordiBolibar commented 3 years ago

Generate forward simulation of ice thickness and velocity fields, with around 4 snapshots for the whole simulation to train the UDEs.

Stop using random mass balances and use sequential MBs and ELAs in order to have a reproducible behaviour.

A as a function of the average of the ELAs of the last 5 years -> account for delays and slow transitions in ice temperature.

JordiBolibar commented 3 years ago

Dataset correctly generated and stored in a .jld file.