Sascha Ranftl

A connection between probability, physics and neural networks

2022 · arXiv (Cornell University)

We illustrate an approach that can be exploited for constructing neural networks which a priori obey physical laws. We start with a simple single-layer neural network (NN) but refrain from choosing the activation functions yet. …