You are required to submit a Python notebook, with the algorithm implemented using the Classiq SDK. The notebook should include the following:
- Algorithm Implementation:Â An algorithm designed using the Classiq platform (SDK), implementing a quantum program to solve the advection equation with Dirichlet boundary conditions.
- Graphical Visualization: A plot showing the resulting function φ(x,t=1.0).
- CX-Gate Count Analysis:Â A quantitative analysis of the CX-gate counts (extract the counts using the Classiq platform) presented in a graphical format.