Find Academic Supervisors

• Industrial Biotechnology
• Systems Biology
• Environmental Biotechnology
• +5 more

Eugénio C. Ferreira is a Full Professor at the Department of Biological Engineering within the School of Engineering at the University of Minho. From December 2019 to February 2025, he served as Vice-Rector for Research & Innovation, overseeing the university's research strategy, innovation ecosystem, and international collaborations. He has held numerous leadership positions including President of the Board of Directors of TECMINHO (2020-2025), Vice-President of CENTI – Centre for Nanotechnology and Smart Materials (2022-2025), and Director of the Centre of Biological Engineering (2016-2020), a research unit with over 400 researchers where he leads the BIOSYSTEMS research group focused on Bioprocess Engineering and Computational Biosystems. Professor Ferreira's research expertise centers on Process Systems Engineering in Biotechnological, Chemical and Environmental Applications with emphasis on Modeling, Monitoring, and Control of Bioprocesses; Systems Biology, Bioinformatics, and Metabolic Engineering; and Image Analysis and Chemometrics in Environmental Biotechnology. His work bridges fundamental research with practical applications in industrial biotechnology, wastewater treatment, and environmental monitoring. He has published over 200 international refereed papers and book chapters, in addition to 13 books and more than 325 conference papers and communications. His recent publications demonstrate a strong focus on advanced wastewater treatment technologies, particularly aerobic granular sludge systems, with applications for removing pharmaceuticals, microplastics, and other contaminants. His research increasingly integrates computational modeling, image analysis, and systems biology approaches to optimize bioprocesses. He has made significant contributions to genome-scale metabolic modeling and its applications in industrial biotechnology. Professor Ferreira has held extensive leadership roles in academic governance, serving as a member of the Portuguese Academy of Engineering, Counselor Member at the General Council of the University of Minho, Chair of the Chemical & Biological Engineering Section of the Portuguese Engineers Institution (2010-2013), and General-Secretary of the Portuguese Society of Biotechnology (2004-2019). He has coordinated numerous research projects funded by national and European agencies and has served on editorial boards of several prestigious journals including Frontiers in Biotechnology and Bioengineering. His research group BIOSYSTEMS has secured substantial funding for projects related to bioprocess engineering, wastewater treatment, and systems biology. He has directed multiple PhD and Master's programs, including the PhD Program in Bioengineering under the MIT Portugal Program and the Master's Program in Environmental Management. His leadership extends to national and international scientific organizations, where he has influenced research policy and educational standards in biotechnology and chemical engineering.

• Signal processing for communications
• MIMO communications
• Wireless, ad hoc and sensor networks
• +11 more

Nuno Manuel Branco Souto is an Associate Professor (with Habilitation) at the Department of Information Science and Technology, School of Technologies and Architecture, ISCTE - University Institute of Lisbon. He also holds leadership roles as Deputy Director of both the School of Technologies and Architecture and the Institute of Telecommunications - IUL, where he is an Integrated Researcher in the Radio Systems Group. Aggregation in Information Sciences and Technologies, ISCTE-University Institute of Lisbon, 2021 PhD in Electrical and Computer Engineering, Higher Technical Institute - UTL, 2006 Bachelor's degree in Aerospace Engineering, Higher Technical Institute - UTL, 2000 His research focuses on signal processing for communications , MIMO systems , channel estimation , reconfigurable intelligent surfaces (RIS) , and optimization in wireless communications . He explores advanced techniques in hybrid precoding , index modulation , and energy-efficient 5G/6G network design , contributing significantly to next-generation wireless technologies. His recent publications (2020–2024) reveal a strong trend toward reconfigurable intelligent surfaces (RIS) , millimeter-wave and THz communications , molecular communication with deep learning , and anti-UAV systems using SDR-based jamming and spoofing . These works appear in high-impact journals such as IEEE Transactions, Sensors, and Applied Sciences, reflecting his leadership in cutting-edge wireless communication research. Dr. Souto has no scientific awards explicitly listed in the provided text. He has been actively involved in teaching, research supervision, and academic leadership. His collaborations span multiple institutions and include prominent researchers such as Pavia, Velez, Correia, Sebastião, and Dinis. He contributes to both theoretical advancements and practical implementations in wireless systems, including software-defined radio (SDR) applications for UAV security and scalable video broadcasting in cellular networks. Dr. Souto is affiliated with the Radio Systems Group at the Institute of Telecommunications - IUL, where his team conducts research on next-generation wireless networks, signal processing algorithms, and communication system optimization.

• Computer Networks
• Internet of Things (IoT)
• Network Architectures
• +7 more

Rui Neto Marinheiro is an Associate Professor at the Department of Information Science and Technology, School of Technology and Architecture, Iscte - University Institute of Lisbon. He is also an Integrated Researcher at the Institute of Telecommunications - IUL, where he contributes to the Radio Systems Group. His academic leadership includes directing the Bachelor's Degree in Telecommunications and Computer Engineering and coordinating various institutional initiatives such as e-learning, audiovisual services, and international mobility programs. PhD in Electronics and Computer Science, University of Southampton (2001) Bachelor’s in Electrical and Computer Engineering, Faculty of Engineering, University of Porto (1995) His research focuses on advanced computer networking topics, including IoT communication architectures, software-defined networks, network security, mobility, and medium access control. His work bridges theoretical modeling with practical implementation in smart cities and distributed systems. He has led and participated in multiple national and international research projects funded by European and national agencies. The recent publications and projects reflect a strong trend in IoT-enabled smart environments, network resilience, and intelligent surveillance systems. His work integrates wireless technologies, data analytics, and autonomous systems, contributing to both academic knowledge and real-world applications in public safety, tourism, and telecommunications infrastructure. MoniCrowd – Adaptive system for crowding monitoring RESETTING – Digitalization of sustainable tourism ImpAr – Optical network impairment modeling SAAS – UAV surveillance via terrestrial networks LTE-Advanced Enhancements using Femtocells 3DVQM – 3D video quality monitoring E-NEXT – Networking technologies integration AGENTCITIES.RTD – Agent-based service networks Marinheiro actively supervises graduate students, with three doctoral theses and four master’s dissertations currently in progress, and has guided over twenty master’s students to completion. He has not received explicitly mentioned scientific awards in the provided text. His teaching responsibilities span network architecture, security, IoT, and digital communications across multiple undergraduate and institutional programs. He is affiliated with the Institute of Telecommunications - IUL (IT-Iscte), particularly within the Radio Systems Group, where he conducts research on wireless and optical networks. His academic management roles include laboratory coordination and promoting international student recruitment through Erasmus+.

• Molecular Simulations
• Computational Chemistry
• Materials Science
• +7 more

Germán Pérez-Sánchez is a Researcher in the Department of Chemistry at the University of Aveiro, Portugal. His research focuses on molecular simulations, materials science, and computational chemistry. He holds a PhD in Physics from the University of Vigo (2010) with an award-winning thesis on liquid-liquid critical phenomena. His work spans computer modeling of porous materials, surfactant systems, and drug delivery mechanisms. He has collaborated with institutions globally, including the University of Massachusetts and École Normale Supérieure Paris. His research interests include silica-based nanomaterials synthesis, ionic liquids, and the development of coarse-grained molecular dynamics (CG-MD) frameworks. He has supervised multiple PhD and Master’s students and contributed to projects like SILVIA (reactive CG-MD modeling) and DataCor (corrosion inhibitor database). He has over 40 peer-reviewed publications and holds grants from FCT (Portugal) and international bodies. Key achievements include modeling methane hydrates, drug-nanocarrier interactions, and silica polymerization via the Sticky MARTINI model. His work bridges theoretical simulations with experimental applications in energy, environmental science, and biomedical fields.

• Artificial Intelligence
• Computational Catalysis
• Cybermaterials
• +7 more

José R. B. Gomes is a Principal Researcher at the Department of Chemistry, University of Aveiro, and a core member of CICECO – Aveiro Institute of Materials. His research focuses on computational chemistry, with emphasis on multiscale approaches for catalysis, materials design, and surface science. He holds a Ph.D. from the University of Porto (2000) and has conducted postdoctoral research at the University of Barcelona and Porto. His work integrates quantum mechanics, molecular dynamics, and machine learning to study reactions at interfaces, gas adsorption in porous materials, and ionic liquid interactions. He leads multiple funded projects, including investigations into MXene-based catalysts and corrosion inhibitors. Key achievements include the Vicente de Seabra Medal (2010) and pioneering studies on MXene stability and catalytic properties. He supervises a dynamic research group comprising Ph.D. and M.Sc. students and collaborates internationally with institutions like the University of Barcelona and Strathclyde. Teaching roles at the University of Aveiro include computational chemistry and modeling courses. Educations: Ph.D. in Chemistry, University of Porto (2000); Postdoctoral training at University of Barcelona (2000–2007) Research Interests: Leveraging computational methods (DFT, MD, QM/MM) to bridge length/time scales in material design. Active areas include: (1) MXenes for catalysis and sensors, (2) Machine learning for corrosion inhibitor screening, (3) Gas adsorption in porous materials, and (4) Multiscale modeling of silicate chemistry. Recent work emphasizes AI-driven material discovery and sustainable energy applications. Publications: Over 200 peer-reviewed articles, with recent focus on MXene surface chemistry and corrosion solutions. Notable contributions include the DATACORTECH AI platform for inhibitor design and studies on subsurface oxygen in MXenes. Awards: Teresa da Fonseca Prize (1995), Mendonça Monteiro Prize (1994), Vicente de Seabra Medal (2010) Grants & Leadership: Coordinator of Group 6 at CICECO and PI of projects funded by FCT, Rede Nacional de Computação Avançada, and international collaborations. Active in developing AI tools and corrosion-resistant materials for industrial applications.

João Pedro Machado VitorinoView profile

Part-Time Lecturer

• Machine Learning
• Artificial Intelligence
• Cybersecurity
• +3 more

João Pedro Machado Vitorino is a part-time lecturer and researcher at the Polytechnic Institute of Porto's School of Engineering, affiliated with GECAD. He is pursuing a Ph.D. in Informatics Engineering (Artificial Intelligence) at the University of Porto and holds an MSc in Artificial Intelligence Engineering. Education : Ph.D. (in progress), MSc, and BSc in Informatics/Artificial Intelligence Engineering Research : Focuses on machine learning robustness, explainability, and adversarial attack simulation for cybersecurity applications Projects : Involved in 7 EU/National R&D initiatives (2021-2025), including BEHAVIOR (2024-2025) and CYDERCO (2023-2025) His recent publications (2023-2025) span cybersecurity datasets , adversarial learning , malware detection , LLM security , and energy-efficient AI . He co-organized the 36th European Simulation & Modelling Conference (2022) and peer-reviewed for Pattern Recognition and Computers & Security . Awards : IEEE Outstanding MSc Thesis (2023), Engineers Association Innovation Award (2024), multiple merit certificates Skills : Machine Learning, AI Security, Network Analysis, and 3 professional certifications (Cisco, Microsoft, Airbus)

Cristina Azevedo GomesView profile

Researcher

• Educational Technology
• ICT in Education
• Multisensory Learning
• +6 more

Cristina Azevedo Gomes is a full-time Researcher and Coordinating Professor at the School of Education of Viseu , Polytechnic Institute of Viseu, Portugal. She has held leadership roles including President of the institution (2021–present) and Coordinator of the ICT Competence Center (2021–present). Her career spans three decades at the same institution, holding roles like Assistant Professor (1984–2005) and Adjunct Teacher (1992–2005). Education : PhD in Computer Engineering (2001), University of Coimbra Master’s in Systems and Information Technology in Education (1991), University of Coimbra Bachelor’s in Chemistry (1983), University of Coimbra Research Interests : Her work bridges Educational Technology , Robotics in Early Education , and Multisensory Learning . She focuses on digital tools for environmental education, intergenerational inclusion via apps, and algorithmic thinking in primary schools. Projects like GreenCode , MindMaths , and VIAS highlight her commitment to eco-friendly tech and social innovation. Publications & Projects : Over 15 recent articles analyze trends in mobile sensors for school health , gender dynamics in STEM , and pedagogical ICT integration . She has led EU-funded initiatives (Erasmus+, FEDER) and coordinated national programs like NÓNIO-SÉCULO XXI . Awards : António Vaquero Award (2016, 2018) Supervision & Leadership : She mentors Master’s students in education and communication, with 20+ theses supervised (2004–2023). She leads the Smart City Lab for Kids and has designed frameworks for multisensory educational software evaluation.

Jose Carlos Easter MarquesView profile

Professor

• Mechanical Engineering
• Fluid Dynamics
• Magnetohydrodynamics
• +7 more

Jose Carlos Easter Marques is a Full Professor and Vice-Rector for Internationalization and Interaction with Society at the University of Beira Interior (UBI), Portugal. He holds a position in the Department of Electromechanical Engineering and leads the UBIMedical initiative. His academic roles include Director of the C-MAST Center for Mechanical and Aerospace Sciences and Technologies, and he teaches courses in Fluid Mechanics and Mechanical Engineering. Education: Aggregation in Mechanical Engineering, University of Beira Interior (2017) PhD in Mechanical Engineering, University of Beira Interior (2008) Research Interests: Focuses on plasma actuators, magnetohydrodynamics, computational fluid dynamics (CFD), and advanced propulsion systems. His work integrates experimental validation with numerical simulations to address challenges in aerospace engineering, energy systems, and renewable technologies. Recent projects include optimizing automotive painting processes using CFD and artificial neural networks (ANN), and developing plasma-based ice protection systems for aircraft. Publications & Patents: Authored over 116 journal articles, 1 book chapter, and 4 books. Holds patents such as 'Plasma Actuators for Cycloidal Rotor Thrust Vectoring' and 'Smart System for Cycloidal Vertical Axis Wind Turbines'. Awards & Grants: Recipient of the 2012 Pedagogical Merit Award. Led projects like 'GreenAuto: Green Innovation for the Automotive Industry' and contributed to the CLOUD Experiment at CERN. Labs & Teams: Founder of ClusterDEM, a multiphysics flow research group specializing in HPC simulations and experimental facilities for aerospace propulsion, turbulent flows, and magnetoplasmadynamic systems.

• Solar Energy
• Thermal Energy Storage
• Thermochemical Energy Storage
• +5 more

Luís Filipe Moreira Mendes is an Assistant Professor at the Department of Physics, Instituto Superior Técnico (IST), Lisbon, Portugal. His research focuses on interdisciplinary physics with a strong emphasis on solar energy systems, thermal and thermochemical energy storage, and applied thermodynamics. He has contributed to advancing calcium-looping technologies for concentrated solar power plants and developed computational models for solar-driven reactors. His work bridges experimental and theoretical approaches in renewable energy systems. Teaching & Academic Roles: He teaches courses such as Solar Thermal Energy, Solar Photovoltaic Energy, and Energy Technologies at IST. His teaching evaluations (QUIC) in 2022-2023 showed high ratings (e.g., Solar Thermal Energy: 9/10). Research & Supervision: He supervises PhD and MSc theses in solar energy applications, including projects on calcium-looping reactors, concentrated solar thermal systems, and solar cavity absorbers. Notable supervisees include Filipe Alexandre Marques (PhD 2019) and ongoing work with Felisberto Camuege. Publications & Impact: Over 30 peer-reviewed articles span solar thermal systems, energy storage, and astrophysical detector design (e.g., the Mercedes Cherenkov detector). His 2023 work on calcium-looping optimization highlights advancements in thermochemical storage. Collaborations & Outreach: Active in the SWGO (Southern Hemisphere Wide-field Gamma-ray Observatory) collaboration and authored educational books like *Physics in Everyday Life at School* (2014). Holds patent PT103112 for an absorption machine with steam refining innovations.

• Informatics Engineering
• Serious Games
• Virtual Reality
• +10 more

Hugo Barbosa is an active faculty member in Informatics Engineering, affiliated with Lusófona University – Porto University Center and Porto Polytechnic (IPP). He teaches both theoretical and practical aspects of informatics and collaborates with the Social Innovation and Interactive Systems (SIIS) R&D unit at ISEP, focusing on applied research in interactive technologies for education and healthcare. Master’s in Informatics Engineering – Graphics and Multimedia Systems Bachelor’s in Informatics Engineering – Computers and Systems Professional Aptitude Certificate (CAP) PhD candidate in Informatics Engineering at FEUP (60 ECTS completed) Senior Member, Portuguese Engineers Association (OE) Hugo Barbosa's research lies at the intersection of technology and education, with a strong emphasis on serious games , virtual reality , and interactive simulation for training and rehabilitation. His work explores how adaptive digital environments can enhance learning, particularly in medical and engineering contexts, and investigates the integration of cybersecurity and network optimization in these systems. He focuses on user-centered design, aiming to create accessible and effective solutions for diverse populations, including the elderly and individuals with mobility or cognitive challenges. His publication record from 2009 to 2020 reveals a consistent trajectory in applied informatics, with a recent concentration on serious games for rehabilitation , cybersecurity in healthcare , and digital privacy . These works reflect a multidisciplinary approach, bridging computer science with health sciences and education. His research often addresses real-world challenges such as data protection in national health systems, adaptable therapeutic environments, and immersive training simulations. Hugo Barbosa has been recognized as a Senior Member of the Portuguese Engineers Association (OE), a professional distinction reflecting his contributions and expertise. While no additional awards are explicitly mentioned, his active participation in conferences and publications in research journals underscores his scholarly engagement. He is involved in research advising and project development through his work with SIIS at ISEP/IPP, though no named students are listed. His academic and professional activities suggest involvement in research grants and collaborative projects, particularly within R&D units focused on social innovation and interactive systems. His dual teaching role across institutions also indicates a broad educational impact. Hugo Barbosa is actively involved with the Social Innovation and Interactive Systems (SIIS) research unit at ISEP, Porto Polytechnic. This lab focuses on developing innovative interactive applications for social good, particularly in healthcare, education, and rehabilitation. His work there involves designing and evaluating multimedia and simulation-based tools that support learning and therapy, leveraging technologies like serious games and virtual environments.

Pedro Alexandre Simões dos SantosView profile

Associate Professor

• Machine Learning
• Social Artificial Intelligence
• Game Design
• +3 more

Pedro Alexandre Simões dos Santos is an Associate Professor at Instituto Superior Técnico, with dual appointments in the Mathematics Department and Computer Science and Engineering Department. His work spans Machine Learning, Social Artificial Intelligence, and Game Design, focusing on convergence analysis of ML algorithms, Social AI, and AI for Games. He actively contributes to game design, both digital and analogic, with a special interest in historical themes. Affiliations: Mathematics Department, Instituto Superior Técnico Computer Science and Engineering Department, Instituto Superior Técnico INESC-ID Research Unit GAIPS - Group of AI for People and Society His research integrates theoretical and applied aspects, including reinforcement learning in non-stationary environments, neural network optimization, and socially intelligent agent authoring tools. He explores AI applications in games, mental health support systems, and legal domains. His recent publications highlight trends in NFT-based game ecosystems, dialogue systems for mental health, and multi-agent reinforcement learning frameworks. Pedro teaches subjects such as Mathematics for Machine Learning and the 1st Cycle Integrative Project in Applied Mathematics and Computing, bridging mathematical foundations with computational applications.

Diogo Ribeiro FerreiraView profile

Associate Professor

• Data Science
• Applied Machine Learning
• Deep Learning
• +6 more

Diogo Ribeiro Ferreira is an Associate Professor of Information Systems at Instituto Superior Técnico (IST) , part of the University of Lisbon . He is also a researcher at the Institute of Plasmas and Nuclear Fusion (IPFN) . His career spans teaching, research, and collaboration with institutions like JET (Joint European Torus) in nuclear fusion. His research focuses on Data Science , Applied Machine Learning , Deep Learning , and Process Mining , with applications in Nuclear Fusion (plasma diagnostics, disruption prediction) and Information Systems (workflow management, healthcare process analysis). He has taught courses like Data Administration in Information Systems and Data Analysis and Integration since 2003. His work bridges Computer Science and Physics , particularly in using Graph Neural Networks for plasma modeling and GPU Acceleration for high-performance computing. He has supervised over 20 PhD and MSc students, including André C. Santos and Fernando Szimanski, and co-authored 15+ recent publications in journals like Journal of Plasma Physics and Fusion Engineering and Design . Scientific Awards: 2012 ICGA Journal Award Best Paper Award at 9th IEEE International EDOC Conference 2005 Collaborations: Affiliated with JET Contributors and IPFN, focusing on real-time tomography and fusion reactor optimization.

• Modelling and Requirements Engineering
• Systems Architecture
• Process and Project Management
• +5 more

Ricardo J. Machado is a Full Professor of Information Systems Engineering at the University of Minho, where he founded this disciplinary area. He currently serves as President of the CCG/ZGDV Institute and has held strategic roles including Vice-Rector of UMinho. He is a member of the Board of GraphicsVision.AI, the leading academic network in Europe in computer graphics and vision. DEng in Electrical and Computer Engineering (U.Porto) MSc and PhD in Computer Science and Engineering Dr. Habil in Information Systems Engineering (UMinho) Certified Software Product Manager (ISPMA) Cybersecurity and Crisis Management programme from Portuguese National Defence Institute Professor Machado's research focuses on modeling and requirements engineering, systems architecture, process and project management, information semantics, ontologies, and cognitive computing. He has developed several methods and tools including the 4SRS method and the shobi-PN meta-model for requirements analysis, software architecture, ontology computation, and project portfolio management. His work bridges theoretical frameworks with practical industrial applications across various sectors. His recent publications demonstrate a strong trend toward digital transformation across multiple domains including smart cities, healthcare systems, industry 4.0, and higher education. The research shows increasing integration of semantic interoperability, logical architecture design, and data management frameworks. His work consistently addresses the challenges of aligning business processes with technical implementations while focusing on practical applications in real-world settings. IEEE MGA Achievement Award APLOG Excellence Award TAA Textbook Award nomination by Springer Professor Machado has supervised nearly one hundred PhD and MSc students, many of whom now hold leadership roles in academia and industry. He has led over 50 R&I projects funded by FCT, ANI, IAPMEI, and the European Union, partnering with institutions including Carnegie Mellon University, MIT, Fraunhofer, and Bosch. His project portfolio spans requirements engineering, systems architecture, and digital transformation initiatives across multiple sectors including healthcare, manufacturing, and smart cities. He founded the SEMAG research group at ALGORITMI and the EPMQ department on Software Engineering and Intelligent Data at CCG/ZGDV. As Director of the ALGORITMI Research Centre, he coordinated UMinho's participation in strategic initiatives such as CEDT, CMU | Portugal, EIT Digital, EUHubs4Data, and Gaia-X Portugal. He also co-founded DTx and ProChild CoLabs, and TICE.pt and CSCP Clusters.

• Mobile Robotics
• Autonomous Robotics
• Computer Vision
• +4 more

António Fernando Macedo Ribeiro is an Associate Professor at the Department of Industrial Electronics within the School of Engineering at the University of Minho. He is also a Senior Researcher at the Algoritmi Research Center and a member of both the IE R&D Group and CAR R&D Lab. He graduated in Computer Science (1988), earned an MSc in Industrial Robotics (1992), and a PhD in Industrial Robotics and Advanced Manufacturing Technology (1995). His academic career includes roles as department director (2013-2016) and co-director of Algoritmi (2006-2010). He founded the Robotics Laboratory (LAR) at the University of Minho and the spin-off SAR (botnroll.com). His research focuses on mobile robotics , autonomous systems , computer vision , and industrial automation . He has led over 50 projects, including RoboParty (since 2007) and RoboCup participation (since 1999). His work spans robot localization , gesture recognition , and adaptive control . Recent publications highlight trends in autonomous navigation , deep learning for robotics, and human-robot interaction . Key subfields include hexapod locomotion, multi-agent systems, tactile sensing, and 3D recognition. He has organized over 30 events like RoboCup editions and RoboParty. He actively promotes robotics education for youth through TEDx talks, school visits, and robotics clubs.

Marko BekoView profile

Researcher

• Computer Science
• Wireless Sensor Networks
• Localization
• +3 more

Marko Beko is a researcher affiliated with Lusofona University in Lisbon, Portugal. He is actively involved in projects related to wireless sensor networks, localization algorithms, and machine learning applications in telecommunications. His work spans areas such as GNSS-denied navigation, federated learning, and IoT network optimization. Research Interests Localization in wireless networks Machine learning for IoT UAV navigation systems Signal processing and network optimization Stochastic geometry in massive IoT Energy-efficient communication protocols Recent publications focus on deep learning methods for unmanned aerial vehicle (UAV) navigation, linear precoding for MIMO systems, and federated learning in rural environmental monitoring. His work demonstrates strong interdisciplinary connections between computer science, telecommunications, and aerospace engineering.