Applications

Some applications of the capabilities offered by PhysAI are detailed below.

Surrogate Modeling

Surrogate Modeling

Using deep neural networks with an eye to deployment in real time.

Model Based Control

Model Based Control

Control of non-linear systems using a physics model.

Reduced Order Modeling

Reduced Order Modeling

Analytic or reduced order modeling of complex multiphysics systems.

Measurement Surrogates

Measurement Surrogates

Use a real-time model to convert the signal of a cheap sensor into another physical quantity which is inherently expensive to measure.

Inverse Problems

Inverse Problems

Develop unique strategies to solve complex inverse problems.

Imaging

Imaging

Imaging methods which can be deployed with cheap hardware.

Optimal Control

Optimal Control

Optimum control over a range of operating conditions.