Juan Cruz-Benito
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  • Events
    • Quantum Error Correction Meets AI for Science: Lessons from LLM-Guided Code Discovery
    • AI for Qiskit. Hackathon starter pack
    • Bring useful quantum computing to the world
    • AI Methods for Quantum Circuit Optimization
    • ¿Hay vida después del doctorado? / Is there life after the PhD?
    • What does an engineer like you do in a quantum place like this?
    • Data-Driven Human-Computer Interaction: experimenting new user experiences using data
    • Modern tools to work in AI & Quantum computing
    • IBM Quantum Experience Notebooks. Serving JupyterHub at scale for the Quantum Computing Community
    • Trabajando en remoto. Herramientas
    • Practical Data Science and Machine Learning
    • Using Jupyter: From simple personal notebooks to large deployments with thousands of users
    • Introducción a la Inteligencia Artificial
    • Trabajo en remoto. What?
    • Computación cuántica. ¿humo, realidad o futuro? ¿Todo a la vez?
    • Computación cuántica. ¿Qué es? ¿Qué podemos esperar?
  • Publications
    • Evolutionary Discovery of Bivariate Bicycle Codes with LLM-Guided Search
    • Qiskit QuantumKatas: Adapting Microsoft's Quantum Computing exercises for LLM evaluation
    • Intelligent unitary synthesis for quantum computing
    • Intelligent and automated system for solving computational problems using quantum computation
    • AI Methods for Permutation Circuit Synthesis Across Generic Topologies
    • Quantum Processing Unit (QPU) Processing Time Prediction with Machine Learning
    • Quantum source code generation based on a modeling system
    • Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant
    • Characterization, analysis and categorization of quantum programs without executing them
    • Reinforcement learning based transpilation of quantum circuits
    • Pauli Network Circuit Synthesis with Reinforcement Learning
    • Reinforced Learning for Quantum Design
    • Reinforcement Learning based Clifford Circuit Synthesis
    • Attention-based neural networks for quantum computing simulations
    • AI methods for approximate compiling of unitaries
    • Qiskit HumanEval: An Evaluation Benchmark For Quantum Code Generative Models
    • Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code
    • Quantum and non-quantum source code translation
    • Comparing Natural Language Processing and Quantum Natural Processing approaches in text classification tasks
    • Practical and efficient quantum circuit synthesis and transpiling with Reinforcement Learning
    • Multimodal machine learning for generating three-dimensional audio
    • Systematic Literature Review: Quantum Machine Learning and its applications
    • Using Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure
    • Natural language processing for restricting user access to systems
    • Using Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure
    • Development of Algorithms and Methods for the Simulation and Improvement in the Quantum Natural Language Processing Area
    • Automated Source Code Generation and Auto-Completion Using Deep Learning: Comparing and Discussing Current Language Model-Related Approaches
    • Assessed by Machines: Development of a TAM-Based Tool to Measure AI-based Assessment Acceptance Among Students
    • AI-Driven Assessment of Students: Current Uses and Research Trends
    • Discurso de agradecimiento, Premios a Jóvenes Investigadores Informáticos, SCIE - Fundación BBVA2019 / Speech, Awards for Young Computer Science Researchers, SCIE - BBVA Foundation, 2019
    • How to Measure Teachers' Acceptance of AI-driven Assessment in eLearning: A TAM-based Proposal
    • Measuring Students’ Acceptance to AI-Driven Assessment in eLearning: Proposing a First TAM-Based Research Model
    • Analyzing the software architectures supporting HCI/HMI processes through a systematic review of the literature
    • Qiskit: An Open-source Framework for Quantum Computing
    • On data-driven systems analyzing, supporting and enhancing users' interaction and experience
    • Proposing a Machine Learning Approach to Analyze and Predict Employment and its Factors
    • A Deep-Learning-Based Proposal to Aid Users in Quantum Computing Programming
    • How Different Versions of Layout and Complexity of Web Forms Affect Users After They Start It? A Pilot Experience
    • Empleabilidad de los titulados universitarios en España. Proyecto OEEU
    • Barómetro de empleabilidad y empleo universitarios. Edición Máster 2017
    • Developing a Research Method to Analyze Visual Literacy Based on Cross-Cultural Characteristics
    • Enabling Adaptability in Web Forms Based on User Characteristics Detection Through A/B Testing and Machine Learning
    • Scaffolding the OEEU's Data-Driven Ecosystem to Analyze the Employability of Spanish Graduates
    • Procesos colaborativos de crítica y reflexión para la coevaluación de proyectos artísticos de alumnos de Bellas Artes mediante el uso de las tecnologías móviles
    • SNOLA: creando una Red sobre Analíticas de Aprendizaje en España
    • Improving the OEEU's data-driven technological ecosystem's interoperability with GraphQL
    • Inclusión de prácticas de observación de usuarios reales en la asignatura Interacción Persona-Ordenador del Grado en Ingeniería Informática
    • Innovación en la enseñanza de la Interacción Persona-Ordenador: interfaces imaginadas, ciencia-ficción y trabajo con usuarios reales [Innovation in teaching Human-Computer Interaction: imagined interfaces, sci-fi and working with real users]
    • Autopublicación y difusión de resultados científicos a través de Internet. Plan de Formación Docente 2017 de la Universidad de Salamanca
    • Herramienta para la validación de elementos de mejora UX/Engagement para los cuestionarios de recogida de información de egresados en el contexto del Observatorio de Empleabilidad y Empleo Universitarios (OEEU)
    • Learning communities in social networks and their relationship with the MOOCs
    • Improving success/completion ratio in large surveys: a proposal based on usability and engagement
    • Systematic Literature Review & Mapping
    • Computational Thinking in Pre-university Education
    • Usalpharma: A Software Architecture to Support Learning in Virtual Worlds
    • Software Architectures Supporting Human-Computer Interaction Analysis: A Literature Review
    • Comunidades de Aprendizaje en Redes Sociales y su Relación con los MOOC
    • Barómetro de Empleabilidad y Empleo de los Universitarios en España, 2015 (Primer informe de resultados)
    • Virtual Placements Management Process Supported by Technology: Proposal and First Results of the Semester of Code
    • Understanding the barriers to virtual student placements in the Semester of Code
    • Detección de aprendizaje no formal e informal en Comunidades de Aprendizaje soportadas por Redes Sociales en el contexto de un MOOC Cooperativo
    • Detection of Non-Formal and Informal Learning in learning communities supported by social networks in the context of a Cooperative MOOC
    • Análisis comparativo de la gestión del conocimiento en la administración pública española
    • Comprendiendo la comunicación visual en las redes sociales: una propuesta real de análisis
    • Analysis of Knowledge Management Experiences in Spanish Public Administration
    • Analyzing the Employability and Employment Factors of Graduate Students in Spain: The OEEU Information System
    • Designing and Building Systems and Tools to Analyze Visual Communications on Social Networks
    • Extending MOOC Ecosystems Using Web Services and Software Architectures
    • Usalpharma: Una arquitectura software al servicio del aprendizaje en Mundos Virtuales
    • Evolution of the Conversation and Knowledge Acquisition in Social Networks Related to a MOOC Course
    • Discovering usage behaviors and engagement in an Educational Virtual World
    • Semester of Code: Piloting virtual placements for informatics across Europe
    • Tecnología al servicio de un proceso de gestión de prácticas virtuales en empresas: Propuesta y primeros resultados del Semester of Code
    • Using software architectures to retrieve interaction information in eLearning environments
    • Facility-based inspection training in a virtual 3D laboratory
    • Virtual placements for informatics students in open source business across Europe
    • Defining Generic Data Collectors for Learning Analytics: Facing Up the Heterogeneous Data from Heterogeneous Environments
    • Monitoring and feedback of learning processes in virtual worlds through analytics architectures: A real case
    • Analytics of Information Flows and Decision Making in Heterogeneous Learning Ecosystems
    • Developing Win-win Solutions for Virtual Placements in Informatics: The VALS Case
    • Scientific Knowledge Transfer Training Through a Virtual World
    • Usalpharma: A cloud-based architecture to support Quality Assurance training processes in health area using Virtual Worlds
    • Visualización y Análisis de Datos en Mundos Virtuales Educativos: Comprendiendo la interacción de los usuarios en los entornos 3D
    • Analyzing Users' Movements in Virtual Worlds: Discovering Engagement and Use Patterns
    • Formal and Informal Learning Experiences in Multicultural Scopes
    • USALSIM: Learning and Professional Practicing in a 3D Virtual World
    • USALSIM: learning, professional practices and employability in a 3D virtual world
    • VALS: Virtual Alliances for Learning Society
    • Virtual Congresses for Pharmaceutical Learning
  • Blogs
    • Qiskit QuantumKatas: A Benchmark for Evaluating LLMs on Quantum Code
    • We Got AI Agents to Train RL Models for Quantum Transpilation
    • Certified as Senior Software Engineering Manager at IBM
    • Run Qiskit Code Assistant Locally easily!
    • Seeing AI Through the Curry–Howard Lens
    • Qiskit Code Assistant Upgraded to Mistral-Small-3.2-24B-Qiskit
    • qiskit-ibm-transpiler Ranks #3 in Unitary Foundation 2025 Survey
    • David Peral García Successfully Defends His PhD Thesis on Quantum NLP
    • Keynote Speaker at Metafuturo 2025: Quantum Computing + AI Convergence
    • IEEE Quantum Week in Albuquerque: AI and Quantum Computing at IBM Quantum
    • Quantum Verifiable Rewards for Post-Training Qiskit Code Assistant
    • AI Transpiler Passes Enable Quantum Volume Breakthrough on IBM Hardware
    • Qiskit Code Assistant: New Open-Source LLM Models Released
    • Returning to the University of Salamanca: Sharing My PhD Journey
    • Among IBM Giants and Pioneers: Reflections from IBM Tech 2025 in Singapore
    • Pauli Network Circuit Synthesis with Reinforcement Learning Paper Published
    • New Qiskit HumanEval Release: Qiskit 1.4 Compatibility and Benchmark Improvements
    • Qiskit Code Assistant Now Compatible with OpenAI Completions API
    • Granite-8B-Qiskit-RC-0.10: Updated Checkpoint Using Current Training Approach
    • Shipping Granite-8B-Qiskit-RC-0.10: The Final Model of Current Training Era
    • qiskit-ibm-transpiler Ranks #4 in Unitary Fund 2024 Survey
    • Quantum Developer Conference 2024: Showcasing AI-Powered Quantum Tools
    • Honored to Receive IBM Master Inventor Recognition
    • Introducing Qiskit Code Assistant: New Blog Post Published
    • IEEE Quantum Week 2024: Showcasing AI-Powered Quantum Tools
    • Presenting Qiskit HumanEval at IEEE Quantum Week 2024
    • AI Methods for Approximate Compiling of Unitaries Paper Published
    • Qiskit HumanEval: Evaluation Benchmark for Quantum Code Generation Published
    • Starting New Role: First Ever AI for Quantum Product Owner at IBM Quantum
    • IBM Develops The AI-Quantum Link: Featured in Forbes
    • Optimize Quantum Circuits with AI-Powered Transpiler Passes
    • Qiskit Code Assistant: Training LLMs for Quantum Code Generation Paper Published
    • Reinforcement Learning for Quantum Transpiling: Research Paper Published
    • Comparing Natural Language Processing and Quantum NLP: Research Published
    • Qiskit SDK v1.0 Released: Including Qiskit Transpiler and Code Assistant
    • Systematic Literature Review: Quantum Machine Learning and Its Applications Published
    • IBM Quantum Recruiting AI Engineer Interns in Spain
    • IBM Quantum Summit 2023: Major Announcements on Quantum Utility
    • Starting New Role: Software Engineering Manager
  • Media
    • Oct 06, 2025. METAFUTURO Bizkaia Quantum - Primera jornada 2025
    • Sep 24, 2025. Juan Cruz-Benito en IBM Quantum señala el próximo gran reto del sector tecnológico: 'Queremos que todo el mundo sea parte de la tecnología cuántica'
    • Feb 06, 2020. Cabalga El Cometa EP-18 "El grial de la computación cuántica con Juan Cruz-Benito"
    • Jan 24, 2020. "El español que democratizará la computación cuántica"
    • Dec 17, 2019. "El catedrático de la UPNA Humberto Bustince recibe el Premio Nacional de Informática"
    • Nov 08, 2019. "BBVA premia a dos investigadores de universidades madrileñas por su contribución a la informática"
    • Nov 07, 2019. "La Fundación BBVA premia a dos investigadores de universidades madrileñas por su contribución a la informática"
    • Nov 07, 2019. "Fundación BBVA premia la creatividad, la originalidad y la excelencia en la informática"
    • Nov 07, 2019. "El catedrático Antonio Fernández, galardonado con el Premio Aritmel 2019"
    • Nov 06, 2019. "La empresa extremeña Homeria Open Solutions reconocida por Fundación BBVA"
    • Nov 06, 2019. "La Fundación BBVA premia a dos jóvenes del País Vasco por su contribución a la informática"
    • Nov 06, 2019. "Avances en IA o computación cuántica logran los Premios de Informática de la Sociedad Científica Informática de España (SCIE) y la Fundación BBVA"
    • Nov 06, 2019. "El catedrático Humberto Bustince recoge en Madrid el Premio Nacional de Informática por su trayectoria profesional"
    • Nov 06, 2019. "La Fundación BBVA premia la creatividad, la originalidad y la excelencia en el mundo de la informática"
    • Nov 06, 2019. "La noche de Humberto Bustince"
    • Nov 05, 2019. "Los Premios de Informática de SCIE y Fundación BBVA reconocen a científicos que impulsan la investigación de vanguardia"
    • Nov 05, 2019. "Los Premios de Informática de SCIE y Fundación BBVA reconocen a científicos que impulsan la investigación de vanguardia"
    • Nov 05, 2019. "Los Premios de Informática celebran la revolución transversal en este campo"
    • Nov 05, 2019. "Juan Cruz Benito. Premio de Investigación Sociedad Científica Informática de España - Fundación BBVA"
    • Jun 20, 2019. "Juan Cruz-Benito, miembro del grupo GRIAL, galardonado con uno de los premios nacionales a jóvenes investigadores en informática"
    • Jul 13, 2017. "La informática es un arma poderosa para enseñar a la gente"
  • Projects
    • Qiskit Code Assistant
    • qiskit-ibm-transpiler
    • Qiskit Gym
    • Qiskit MCP Servers

On data-driven systems analyzing, supporting and enhancing users' interaction and experience

Sep 3, 2018·
Juan Cruz-Benito
· 0 min read
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Type
Thesis
Publication
Ph.D. Thesis. University of Salamanca, 2018
publications
Last updated on Sep 29, 2026
← Qiskit: An Open-source Framework for Quantum Computing Jan 1, 2019
Proposing a Machine Learning Approach to Analyze and Predict Employment and its Factors Sep 1, 2018 →

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