PINNStudio: A free, open-source no-code GUI for setting up, training, and visualizing PINNs [P]

Excerpt

When I first started working in scientific machine learning, I understood the physics much better than the coding. Every time I wanted to try a new physics-informed neural network problem, I had to start almost from scratch: changing the PDE, updating boundary conditions, modifying the architecture, tweaking the training schedule, debugging errors, and generating plots—all by hand. That frustration pushed me to build PINNStudio . It is a free, open-source no-code GUI designed to eliminate boiler