This is the repository for Quantum TEA Tensor Network Hackathon 2024.
- Multi-exciton generation in molecular semiconductors via singlet fission (here)
- Tensor network machine learning (here)
- Tensor Renormalization Group Algorithm (here)
- Parallel scaling of tensor networks (here)
- Solving MaxCut with imaginary time evolution (here)
- Solving MaxCut with simulated quantum annealing (here)
- Data compression with quantum Fourier transform (here)
- Optimization with tensor networks – The Knapsack Problem (here)
- Optimizing Camera Placement for Emergency Prevention and Response (here)
You can find the materials for every topic inside the corresponding folder.
Here find the materials for Quantum TEA Leaves introduction.
- If you install python packages locally on your machine, we recommend using a pip environment, which can isolate the installed packages for an application.
- When Quantum TEA packages are used, the examples in the folders are designed for qtealeaves v1.1.x and qmatchatea v1.1.x which are the ones available via pip install (status May 2024).