Article count: 36
Problem Analysis and Requirements Engineering, Applicability and aplications, Non-functional Requirements for Quantum Systems, Hybrid System Requirements, High-Level Design and Specification, Quantum-Classical Co-Design, Quantum Software Modeling Languages, Formal Specification for Quantum Software, Implementation, Quantum Programming Languages, Hybrid Microservices and APIs, Benchmarking of Quantum Algorithms, Quantum Algorithm Design, Variational and Hybrid Algorithms, Adiabatic and Annealing-based Algorithms, Quantum-Inspired Classical Algorithms, Quantum State Preparation, Quantum Walk-based Algorithms, Quantum Data Encoding and Embeddings, Transpilation and Circuit Optimization, Testing, Quantum Software Testing Strategies, Test Oracle and Correctness Criteria, Simulation and Emulation-based Testing, Maintenance, Quantum Software Reengineering, Hardware-Aware Portability, Reverse Engineering and Code Analysis, Process and Methodologies, Quantum-Aware Software Development Processes, Quantum Software Methodologies, Tooling and Infrastructure, Quantum Execution Backends, CI/CD for Quantum Software, Hybrid Quantum-HPC Infrastructure, Quantum Simulation Frameworks and Strategies, Quantum Development Tools, Quality Assurance, Fault Models for Quantum Software, Metrics and Benchmarks, Quantum Error Correction and Error Mitigation, Project Management, Collaboration in Hybrid Teams, Documentation and Versioning, Education and Training, Pedagogical Tools for QSE, Curriculum Design
Implementation (6), Problem Analysis and Requirements Engineering (3), Quality Assurance (0), Tooling and Infrastructure (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Maintenance (0)
Exploring Quantum Neural Networks for Demand Forecasting. de Jesus G.F.; da Silva M.H.F.; Pires O.M.; da Silva L.C.; dos Santos Cruz C.; da Silva V.L.. (2025)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Process Optimization and Control
Priority-Based Weighted Constrained Crowd Judgement Analysis with Quantum Genetic Algorithm. Mandal S.; Chatterjee S.; Mukhopadhyay A.. (2025)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Smart Cities and Urban Systems
A Hybrid Quantum-Classical Model for Breast Cancer Diagnosis with Quanvolutions. Sobrinho Y.R.; Soares E.G.B.; Manesco J.R.R.; Al-Tuweity J.; Pires R.G.; Papa J.P.. (2025)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Health and Life Sciences
Applying Quantum Tensor Networks in Machine Learning: A Systematic Literature Review. Teixeira E.S.; Inácio Y.R.; Bezerra P.T.L.. (2025)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Quantum Machine Learning and Neural Models
QuantumNetSec: Quantum Machine Learning for Network Security. Abreu D.; Moura D.; Esteve Rothenberg C.; Abelém A.. (2025)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Cybersecurity
Exploring Hybrid Quantum-Classical Algorithms for Multiscale Bioprocess Optimization. Hernández-Romero I.M.; Gibford S.M.; Clements W.; Savoie C.J.; Flores-Tlacuahuac A.; Mansouri S.S.. (2025)
Countries (from iberoamerica): México
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Process Optimization and Control
Implementation (10), Problem Analysis and Requirements Engineering (5), Quality Assurance (0), Tooling and Infrastructure (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Maintenance (0)
Quantum-Assisted Intelligent Decision Support Systems for Trustworthy Renewable Energy Management in Consumer Devices. Awan K.A.; Ud Din I.; Almogren A.; Rodrigues J.J.P.C.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms and Adiabatic and Annealing-based Algorithms
Application domains: Energy Grid Optimization
Training and meta-training an ensemble of binary neural networks with quantum computing. Leal D.V.; Araujo I.F.; da Silva A.J.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Application of Quantum Neural Network for Solar Irradiance Forecasting: A Case Study Using the Folsom Dataset, California. Oliveira Santos V.; Marinho F.P.; Costa Rocha P.A.; Thé J.V.G.; Gharabaghi B.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Climate Modeling and Forecasting
Improved financial forecasting via quantum machine learning. Thakkar S.; Kazdaghli S.; Mathur N.; Kerenidis I.; Ferreira–Martins A.J.; Brito S.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Finance and Economics
QML-IDS: Quantum Machine Learning Intrusion Detection System. Abreu D.; Rothenberg C.E.; Abelem A.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Cybersecurity
QRL: Reinforcement Learning Routing for Quantum Entanglement Networks. Abreu D.; Abelem A.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Quantum Key Distribution
Quantum machine learning for drowsiness detection with EEG signals. Lins I.D.; Araújo L.M.M.; Maior C.B.S.; Ramos P.M.D.S.; Moura M.J.D.C.; Ferreira-Martins A.J.; Chaves R.; Canabarro A.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Health and Life Sciences
The influence of basis sets and ansatze building to quantum computing in chemistry. Porto C.M.; Nome R.A.; Morgon N.H.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Quantum Chemistry
Quantum-Assisted Machine Learning by Means of Adiabatic Quantum Computing. Duarte L.T.; Deville Y.. (2024)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms and Adiabatic and Annealing-based Algorithms
Application domains:
Analysis of Quantum Support Vector Machines in Classification Problems. Camargo J.A.F.; Aguilar J.; Pinto A.. (2024)
Countries (from iberoamerica): Colombia
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains:
Implementation (7), Quality Assurance (0), Tooling and Infrastructure (0), Maintenance (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Problem Analysis and Requirements Engineering (0)
Prognostics and Health Management of Rotating Machinery via Quantum Machine Learning. Maior C.B.S.; Araujo L.M.M.; Lins I.D.; Moura M.D.C.; Droguett Lopez E.L.. (2023)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Predictive Maintenance and Diagnostics
Quantum angle encoding with learnable rotation applied to quantum–classical convolutional neural networks. Ovalle-Magallanes E.; Alvarado-Carrillo D.E.; Avina-Cervantes J.G.; Cruz-Aceves I.; Ruiz-Pinales J.. (2023)
Countries (from iberoamerica): México
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Theory of overparametrization in quantum neural networks. Larocca, Martín and Ju, Nathan and García-Martín, Diego and Coles, Patrick J. and Cerezo, Marco. (2023)
Countries (from iberoamerica): Argentina
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Quantum Machine Learning and Neural Models
Advancements in quantum machine learning for intrusion detection: A comprehensive overview. Payares E.; Martinez-Santos J.C.. (2023)
Countries (from iberoamerica): Colombia
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Quantum Machine Learning and Neural Models
Quanvolutional Neural Network Applied to MNIST. Lopez D.A.; Montiel O.; Lopez-Montiel M.; Sánchez-Adame M.; Castillo O.. (2023)
Countries (from iberoamerica): México
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Artificial Intelligence
Estimating the degree of non-Markovianity using variational quantum circuits. Dinani H.T.; Tancara D.; Fanchini F.F.; Norambuena A.; Coto R.. (2023)
Countries (from iberoamerica): Brasil and Chile
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
A review on quantum computing and deep learning algorithms and their applications. Valdez F.; Melin P.. (2023)
Countries (from iberoamerica): México
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Implementation (5), Quality Assurance (0), Tooling and Infrastructure (0), Maintenance (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Problem Analysis and Requirements Engineering (0)
Hybrid classical–quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography. Ovalle-Magallanes E.; Avina-Cervantes J.G.; Cruz-Aceves I.; Ruiz-Pinales J.. (2022)
Countries (from iberoamerica): México
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Health and Life Sciences
Hybrid Quantum Genetic Algorithm for the 0-1 Knapsack Problem in the IBM Qiskit Simulator. Ballinas E.; Montiel O.. (2022)
Countries (from iberoamerica): México
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Spin Chemistry Simulation via Hybrid-Quantum Machine Learning. Brokowski T.J.; Chowdhury F.T.; Smith L.D.; Alvarez P.; Sandeep S.; Aiello C.. (2022)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Quantum Chemistry
Time Series Forecasting with Quantum Machine Learning Architectures. Rivera-Ruiz M.A.; Mendez-Vazquez A.; López-Romero J.M.. (2022)
Countries (from iberoamerica): México
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Quantum Generative Modelling and Its Use Cases. Abeywickrama K.M.; Ganguly S.; Gerardo Ayala Bertel L.; Mohanty S.. (2022)
Countries (from iberoamerica): Colombia
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Artificial Intelligence
Implementation (3), Problem Analysis and Requirements Engineering (1), Quality Assurance (0), Tooling and Infrastructure (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Maintenance (0)
Training Ensembles of Quantum Binary Neural Networks. Leal D.; De Lima T.; Da Silva A.J.. (2021)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Two Stage Quantum Optimization for the School Timetabling Problem. O. M. Pires; R. de Santiago; J. Marchi. (2021)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Diabetes Prediction Using Quantum Neurons with Preprocessing Based on Hypercomplex Numbers. Monteiro C.A.; De Paula Neto F.M.. (2021)
Countries (from iberoamerica): Brasil
Groups:
Topics: Applicability and aplications and Variational and Hybrid Algorithms
Application domains: Health and Life Sciences
Implementation (1), Quality Assurance (0), Tooling and Infrastructure (0), Maintenance (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Problem Analysis and Requirements Engineering (0)
Implementing Any Nonlinear Quantum Neuron. De Paula Neto F.M.; Ludermir T.B.; De Oliveira W.R.; Da Silva A.J.. (2020)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Implementation (2), Quality Assurance (0), Tooling and Infrastructure (0), Maintenance (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Problem Analysis and Requirements Engineering (0)
Enhanced Quantum Synchronization via Quantum Machine Learning. Cárdenas-López F.A.; Sanz M.; Retamal J.C.; Solano E.. (2019)
Countries (from iberoamerica): Chile and Ecuador
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Quantum neural networks learning algorithm based on a global search. De Paula Neto F.M.; Ludermir T.B.; De Oliveira W.R.. (2019)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Implementation (1), Quality Assurance (0), Tooling and Infrastructure (0), Maintenance (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Problem Analysis and Requirements Engineering (0)
Comments on “quantum artificial neural networks with applications”. da Silva A.J.; de Oliveira W.R.. (2016)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains:
Implementation (1), Quality Assurance (0), Tooling and Infrastructure (0), Maintenance (0), Project Management (0), Process and Methodologies (0), High-Level Design and Specification (0), Testing (0), Education and Training (0) and Problem Analysis and Requirements Engineering (0)
Training a classical weightless neural network in a quantum computer. Da Silva A.J.; De Oliveira W.R.; Ludermir T.B.. (2014)
Countries (from iberoamerica): Brasil
Groups:
Topics: Variational and Hybrid Algorithms
Application domains: Quantum Machine Learning and Neural Models