linear inverse problem app

[lheagy]

Linear inverse problem in app form

Model

boxcar + gaussian

• user should be able to adjust model parameters: height width and location of both boxcar and gaussian

Kernels

decaying exponentials

• user should be able to set number of kernels, j0, jn, rate of decay (or growth), rate of oscillation
• plot kernels

Data

• plot data
• add noise

Regularization function

• change reference model
• change alphas

Inverse problem

• change trade-off parameter
• view tikhonov curve, where the model is on that curve
• plot pred, obs data
• true and recovered model