Deep Learning framework to learn Geophysical Inverse problems.
Expected Progression.
I read more on how to do this, and gradient decent alone won't work. They gradients need a hessian approximation to scale correctly. Damn physics.
We will experiment with two methods:
- 1 Use SimPeg as the inverse function and train with this.
- 2 Use half inverse gradient.