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Quantum algorithms, tensor networks, optimization, and computational physics turned into reusable tools, reproducible workflows, and explanations that people can actually use.

Quantum Coordinator at ITCL · Burgos, Spain

Overview | Flagship Projects | Research Compass | Research & Papers | Teaching & Outreach | Project Atlas | Stack

This profile is the public landing page for my work across research, scientific software, teaching, and outreach. If you arrive here through a paper, a repository, a class, or a talk, this README is meant to help you find the right entry point quickly.

Open the full repository atlas

These are the repositories that best represent the intersection of research, tooling, and usability in my work.

flowchart TD
    A["Start here"] --> B["Research & papers"]
    A --> C["Scientific software"]
    A --> D["Teaching & outreach"]
    A --> E["Full repository atlas"]
    B --> B1["Algorithms, tensor networks, optimization"]
    C --> C1["Libraries, GUIs, visual tools"]
    D --> D1["Courses, notebooks, public communication"]
    E --> E1["Browse the complete repository map"]

    style A fill:#4c1d95,color:#ffffff,stroke:#c4b5fd,stroke-width:2px
    style B fill:#5b21b6,color:#ffffff,stroke:#ddd6fe
    style C fill:#6d28d9,color:#ffffff,stroke:#ddd6fe
    style D fill:#7c3aed,color:#ffffff,stroke:#ddd6fe
    style E fill:#8b5cf6,color:#ffffff,stroke:#ede9fe

These repositories connect directly to papers, experiments, and algorithmic work:

• TSP with Tensor Networks - quantum-inspired TSP solver with a research narrative around tensor networks. Paper
• HHL with Tensor Networks - classical simulation of the HHL algorithm with tensor networks. Paper
• Linear Chain QUBO and QUDO - polynomial-time solver for tridiagonal QUBO, QUDO, and Tensor QUDO formulations. Paper
• Efficient Tensor Network Initialization - finite initialization with partial norms for tensor neural networks. Paper
• Task Scheduler with Tensor Networks - scheduling optimization through tensor network methods. Paper
• HoLCUs_QAOA - HoLCUs experiments connected to QAOA and quantum optimization. Paper
• Hotels-TSP-Tensor-QUDO - travel-search-style TSP explored through QAOA, QUBO, and Tensor QUDO formulations

I use GitHub not only to publish results, but also to teach and communicate ideas more openly:

• Curso_Algoritmos_Cuanticos_Qiskit - quantum algorithms course with practical Qiskit notebooks
• QAOA_Foro_Nuevos_Paradigmas - workshop-style QAOA implementation prepared for a public session
• Mini-Qiskit_with_Tensor_Networks - educational mini-Qiskit built with tensor networks
• Shor-Algorithm - educational implementation and review material around Shor's algorithm
• IBM-Qiskit-Fall-Fest-Quantum-Challenge - notebooks and submission for the IBM Qiskit Fall Fest Quantum Challenge

I also run When Physics, a channel where I share physics and quantum computing with a broader audience.

Right now I am especially focused on:

• building tensor-network tooling that is more visual, inspectable, and code-friendly
• turning research prototypes into reusable and better structured scientific Python packages
• connecting advanced quantum and numerical ideas with material that works for both specialists and learners

If you want the broader catalog, here is the repository map grouped by intent.

• Tensor-Network-Visualization - 2D and 3D tensor network visualization across major Python backends
• Tensor-Network-Editor - visual editor that exports readable Python code for several tensor-network ecosystems
• quantum-circuit-drawer - Matplotlib-based quantum circuit drawing and result visualization
• RegressionLab - curve fitting GUI for experimental and classroom data
• DifferentialLab - numerical solver and visualizer for ODEs, difference equations, and PDEs

• Traveling_Salesman_Problem_with_Tensor_Networks - tensor-network TSP solver. Paper
• Tensor_Networks_HHL_algorithm - HHL simulation with tensor networks. Paper
• Lineal_chain_QUBO_QUDO_TensorQUDO_Solver_with_Tensor_Networks - tensor-network solver for linear-chain QUBO and QUDO. Paper
• Efficient_Initialization_Tensor_Networks - initialization methods for tensor neural networks. Paper
• Task_Scheduler_with_Tensor_Networks - scheduling optimization with tensor networks. Paper
• HoLCUs_QAOA - HoLCUs and QAOA experiments. Paper

• Hotels-TSP-Tensor-QUDO - travel-search-style TSP with QAOA, QUBO, and Tensor QUDO formulations
• mbqc-tn - exploratory MBQC and tensor-network work

• Curso_Algoritmos_Cuanticos_Qiskit - quantum algorithms course with practical notebooks
• QAOA_Foro_Nuevos_Paradigmas - public-session QAOA implementation
• Mini-Qiskit_with_Tensor_Networks - educational mini-Qiskit built with tensor networks
• Shor-Algorithm - educational Shor implementation and review material
• IBM-Qiskit-Fall-Fest-Quantum-Challenge - challenge submission and notebooks

• Experimento-FPUT - FPUT simulation in Fortran and Python
• Skyrme-rho-with-6-term-in-instanton-app - symbolic and numerical work for a Skyrme-model application
• Ajustador - earlier fitting tool and historical precursor to later data-analysis software

• Tensor-Network-Image-Analysis-Template - starter for tensor-network image classification with PyTorch and TensorKrowch
• vibe_template - reusable Python project template with CLI and quality scaffolding
• TransTools - public utilities repository
• PickCounter - image-based guitar pick counting and color classification
• Sun-Glare-Aware-Router - route-planning experiment that accounts for sun glare
• sunny-places - side experiment around sun-aware place exploration
• desktop_config - personal desktop configuration repository

• DOKOS-TAYOS - repository behind this profile README

From papers to packages, from notebooks to public explanations.