I have added my module for solving the time independent Schrodinger Equation with Gaussian processes.
It consists of:
01: Detailed exploration of the time-independent Schrödinger Equation, including potential functions and boundary conditions.
02: Introduction to Gaussian Processes, building up intuition from the already known Gaussian distribution to Gaussian Processes.
03: A notebook demonstrating the application of GPs to solve TISE for various potentials. (WIP: The notebook is static right now with some results. Making it interactive with code used in the previous notebooks.)
Notebooks 1 and 2 are 100% ready. Notebook 3 contains results for solving the TISE with GP. However it is not interactive yet. I am working on integrating the code from 01, 02 into 03.
Also fixed some code in my older Schrodinger Equation PINN module. A few lines were throwing errors because of new PyTorch version changes.
I have added my module for solving the time independent Schrodinger Equation with Gaussian processes.
It consists of:
01: Detailed exploration of the time-independent Schrödinger Equation, including potential functions and boundary conditions. 02: Introduction to Gaussian Processes, building up intuition from the already known Gaussian distribution to Gaussian Processes. 03: A notebook demonstrating the application of GPs to solve TISE for various potentials. (WIP: The notebook is static right now with some results. Making it interactive with code used in the previous notebooks.) Notebooks 1 and 2 are 100% ready. Notebook 3 contains results for solving the TISE with GP. However it is not interactive yet. I am working on integrating the code from 01, 02 into 03.
Also fixed some code in my older Schrodinger Equation PINN module. A few lines were throwing errors because of new PyTorch version changes.