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Tensorizing
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Tensorizing
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DOKOS-TAYOS/README.md

🥦 Alejandro Mata Ali

Quantum Coordinator @ ITCL · Expert in Tensor Networks

Tensorizing

LinkedIn YouTube ORCID

👋 About me

Researcher in tensor networks and quantum computing algorithms applied to real-world problems: quantum optimization, simulations, machine learning, etc. Also, science communicator at my YouTube Channel. I also develop scientific tools for physics and engineering.

📍 Burgos, Spain · 🏢 ITCL

🚀 Featured projects

🔬 Completed development

Project Description
RegressionLab Curve fitting tool with GUI (Streamlit + Tkinter). 20+ functions, error propagation, multilingual.

📐 Research with interactive demos

Project Description
TSP with Tensor Networks Quantum-inspired Traveling Salesman Problem solver (arXiv:2311.14344)
HHL with Tensor Networks Classical simulation of the HHL algorithm (arXiv:2309.05290)
Linear Chain QUBO/QUDO Polynomial-time solver for tridiagonal QUBO, QUDO, and Tensor QUDO (arXiv:2309.10509)
Efficient TN Initialization Finite initialization with partial norms for TNN (arXiv:2309.06577)
Task Scheduler TN Task scheduling optimization with tensor networks (arXiv:2311.10433)

📄 Research (code + papers)

Project Description
HoLCUs + QAOA HoLCUs tests with QAOA (arXiv:2503.01748)

🎓 Educational & events

Project Description
Curso Algoritmos Cuánticos Qiskit Quantum algorithms course with practical implementations in Qiskit 2.2.x (Jupyter notebooks)
QAOA Foro Nuevos Paradigmas QAOA implementation for the Quantum Computing Forum
Mini-Qiskit with TN Mini-Qiskit implementation using tensor networks

🛠️ In development

Project Description
DifferentialLab GUI for solving and visualizing ODEs numerically. Methods: RK45, DOP853, Radau, BDF, etc.

📺 When Physics

I share physics and quantum computing on my YouTube channel:

YouTube Channel

📊 Stack

Python PyTorch Streamlit Qiskit NumPy SciPy

"Tensorizing" — turning problems into tensor networks

Pinned Loading

  1. RegressionLab RegressionLab Public

    🔬 Scientific curve fitting tool with GUI for experimental data analysis, perfect for physics students. 20+ predefined functions, error propagation, data analysis, and professional visualizations. M…

    Python 1

  2. Traveling_Salesman_Problem_with_Tensor_Networks Traveling_Salesman_Problem_with_Tensor_Networks Public

    In this repository there is an implementation of the traveling salesman problem solver with tensor networks presented in https://arxiv.org/abs/2311.14344

    Python 1 1

  3. Mini-Qiskit_with_Tensor_Networks Mini-Qiskit_with_Tensor_Networks Public

    Implementation of a mini-Qiskit with tensor networks.

    Python 4 1

  4. Tensor_Networks_HHL_algorithm Tensor_Networks_HHL_algorithm Public

    In this repository is the TN HHL program, of paper https://arxiv.org/abs/2309.05290

    Jupyter Notebook 4

  5. Lineal_chain_QUBO_QUDO_TensorQUDO_Solver_with_Tensor_Networks Lineal_chain_QUBO_QUDO_TensorQUDO_Solver_with_Tensor_Networks Public

    In this repository we have the implementation of the tensor networks solver for Lineal Chain One-Neighbor interation QUBO, QUDO and Tensor QUDO problems, from paper https://arxiv.org/abs/2309.10509

    Jupyter Notebook 2

  6. DifferentialLab DifferentialLab Public

    Desktop GUI for solving and visualizing ordinary differential equations (ODEs) numerically. Supports predefined and custom equations, multiple numerical methods (RK45, RK23, DOP853, Radau, BDF, LSO…

    Python 1