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Quantum-Supply-Chain-Manager
The quantum supply chain manager is a quantum solution for logistics problems. We use the power of quantum machine learning for product [backorder](https://www.investopedia.com/terms/b/backorder.asp) prediction and quantum optimization for finding the best route to pick those products with high demand to store them in strategic warehouses. With the first technique, our clients can be prepared for increasing the production of their products when they are in high demand. Once we have established a set of products needed during a period of time, we use our second solution, the vehicle routing problem (VRP) solution to find the optimal route for picking these products. This reduces considerably costs associated with logistics, transportation, backorders, and overstocking for our clients. In summary, these solutions will improve business in terms of client satisfaction, backorder and shipping transportation costs.Quantum-Counselor-for-Portfolio-Investment
The Quantum Counselor for portfolio investment is a tool with two main objectives: forecasting the trend of assets price and optimizing portfolio returns both using quantum computing techniques. For the case of the forecasting method, we use a hybrid method that combines a deep learning model of classical LSTM layers with quantum layers. For the case of portfolio optimization, the quantum algorithms of QAOA and VQE are used to solve the problem and will be compared with CPLEX, a classical solver. Both tools are deeply connected because the forecasted price of the different assets is used for the cost function construction.QNN-for-Thermodynamic-correlation
QNN-based correlation for frictional pressure drop of non-azeotropic mixtures during cryogenic forced boiling.Qiskit_Fall_Fest_Mexico_2022
Tutorial sobre optimización de portafolios usando computación cuántica.Classification-Iris_using-Qutrits
In this repository, I classify the Iris dataset using Qutrits and IBM Quantum pulse technology.drag-pulse
Possible tutorial of the drag pulsesQAOA-MaxCut-Problem
Solution for the Task 4clever-portfolio-optimization-encoding
Enhancing portfolio optimization solutions: wisely encoding constrained combinatorial optimization problems on quantum devicesLove Open Source and this site? Check out how you can help us