Omer Rochman
After starting his journey as a physicist, Omer pivoted to math and AI because he believes that physics and science in general have reached a point where they could use a little automation. He hopes to see AI complement human researchers in a variety of fields. During his stay at appliedAI, he mainly worked on intersections of ML and physics.

Omer's work

Blog

Solving PDEs With Neural Networks

We discuss some current trends in applying ML to the solution of differential equations, and the difficulties faced. We focus on a family of …

Omer Rochman Miguel de Benito Delgado
Simulation and AI
Seminar

Solving Schrödinger's equation with neural networks

In this work, we attempt to solve the Time Dependent Schrödinger Equation directly by placing a neural network ansatz on the solution and …

Omer Rochman
Simulation and AI
Seminar

Solving PDEs with neural networks

We’ll be talking about PDEs and how to solve them numerically using NNs. If you have no idea what those are you should probably read a …

Omer Rochman
Simulation and AI
Seminar

Learning to learn and to optimize

From Gradient Descent to Stochastic Gradient Descent (SGD) RMSProp and Adam Learning to learn by gradient descent by gradient descent …

Omer Rochman