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Explicit constraint force method (ECFM)

Paper, Talk at CRUNCH group. 

ECFM for inverse problems

Here.

ECFM for optimal experimental design

Here.

Interpretability

Here.

Download PDF

Saddle points and neural networks

Here.

Equation discovery for optimization dynamics

Here.

PINNs on 3D geometries

Here.

On the failure of ReLU activation for PINNs

Here.

Neural networks for volume reconstruction

Here.

Neural networks for eigenvalue problems

Here.

Thermoelastic plate model for shot peen forming

Here.

Geodesics and the Deep Ritz method

Here. Is this AI generated?

Visualizing PINN loss landscapes

Here.

Equation discovery won't work?

Coming soon. But maybe not that soon.

Small networks for PINNs

Here.

Real world inverse problem

Coming soon, hopefully.

Philosophy of learned operators

Coming soon, hopefully.

How do networks fit high-frequency functions?

The undergrads are on it.

Copyright © conor rowan, aerospace, boulder, other keywords - All Rights Reserved.

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