Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations
Generalized One-Shot Transfer Learning of Linear Ordinary and Partial Differential Equations
Harmit Raval,P. Protopapas
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TLDR
This work describes a process to train PINNs on equations with varying conditions across multiple “heads" and shows how this multi-headed training process can be used to yield a latent space representation of a particular differential equation form.