Barbara Caputo is a Full Professor at Politecnico di Torino, leading the VANDAL Laboratory and directing the AI@PoliTo Interdepartmental Lab. She holds a double affiliation with the Italian Institute of Technology (IIT) and has held roles at Idiap-EPFL and Sapienza University. Her research focuses on AI, computer vision, domain adaptation, and federated learning. She contributes to national AI policy, including the Italian Strategy on AI and the National PhD on AI for Industry 4.0. She is an ERC Laureate and ELLIS Fellow, co-founding ELLIS society. Her work spans visual place recognition, action recognition, and cross-domain learning. Education: PhD in Computer Science from KTH Royal Institute of Technology (2005). Major roles include Rector’s Advisor on AI at PoliTo, Board Member of ELLIS, and coordinator of the AI & Industry 4.0 vertical in the National PhD program. Awards include ERC Laureate (2017), ELLIS Fellow (2019), and Inspiring Fifty Italy (2018). Her research emphasizes federated learning, domain adaptation, and AI ethics. Recent articles explore domain generalization, resource-efficient federated models, and AI-environment interactions. She collaborates with institutions like MUR, CNR, and the European Commission on AI policy and tech initiatives.
Michele Zorzi is a Professor of Telecommunications at the School of Engineering, University of Padova, Italy, where he has held a faculty position since 2003. He leads the SIGNET (Signal processing and Networking) Research Group, focusing on cutting-edge wireless networking challenges including mmWave communications and underwater networks. His extensive publication record exceeds 600 papers in top-tier journals and conferences, reflecting significant contributions to the field through both theoretical and experimental work. He received his Laurea Degree (1990) and Ph.D. (1994) in Electrical Engineering from the University of Padova. Prior academic appointments include Politecnico di Milano (1993-1996), University of California San Diego (1995-1998), and University of Ferrara (1998-2003), where he progressed from Associate Professor to full Professor. His educational trajectory demonstrates deep roots in Italian academia with international exposure. Professor Zorzi's research spans wireless communications and networking, with current emphases on mmWave networking for vehicular systems, underwater acoustic/optical communications, non-terrestrial networks, and AI-driven networking solutions. His group conducts experimental validations including at-sea trials for underwater systems and testbeds for vehicular networks. Key projects include PRATA for predictive QoS in autonomous driving and IoT-based environmental monitoring of the Venice Lagoon, demonstrating practical applications of theoretical work. Analysis of his 2022-2025 publications reveals strong trends in applying artificial intelligence to networking challenges across diverse environments. There is significant emphasis on vehicular networks (predictive QoS, teleoperated driving), underwater systems (acoustic/optical communications, AUV swarms), and satellite networks (Starlink integration, NTN security). Experimental validation in real-world scenarios like the Venice Lagoon monitoring project and underwater sea trials characterizes his applied research approach. His scientific accolades include: IEEE Fellow (2007) IEEE Communications Society Best Tutorial Paper Award (2008, 2019) Stephen O. Rice Best Paper Award (2018) Multiple best paper awards at IEEE conferences (2005-2020) As principal investigator for numerous European and US research projects plus 20+ industry-funded initiatives, Professor Zorzi has mentored over 35 PhD students and post-docs. Graduates now hold prominent positions at institutions including Stanford, UCSD, CTTC, and Huawei. His SIGNET group maintains active international collaborations and contributes to open-source networking tools via GitHub, demonstrating commitment to community engagement. The SIGNET Research Group, housed within the Department of Information Engineering, operates specialized experimental facilities for mmWave and underwater communications. Current initiatives include AI-based predictive QoS frameworks for vehicular networks, underwater optical communication systems using ultraviolet light, and large-scale IoT deployments for environmental monitoring. The group's GitHub presence indicates strong open-science practices, while recent sea trials confirm hands-on experimental capabilities beyond theoretical work.
Giuseppe Carlo Marano is a Full Professor at the Department of Structural, Building and Geotechnical Engineering at Politecnico di Torino. He is also a component of the SISCON Interdepartmental Center for Infrastructure Safety. With expertise in civil and structural engineering, his work focuses on machine learning applications, seismic risk reduction, and sustainable structural optimization. Education Graduated cum laude in Structural Engineering from Polytechnic University of Bari PhD in Structural Engineering from University of Florence (2000) Research Interests Marano's research spans structural optimization, seismic engineering, and machine learning applications in civil infrastructure. He develops advanced computational models for: Seismic retrofitting of existing structures Optimization of steel and masonry structures Recycled materials in concrete production AI-driven structural health monitoring Multiobjective design methodologies Publication Trends His recent work emphasizes: Machine learning for concrete mix design and damage assessment Optimization of gridshells and arch structures Seismic isolation systems and vibration control Sustainable construction practices with recycled materials Multiobjective genetic algorithms for structural design Scientific Recognitions National Scientific Qualification - First Band (2013, MIUR Italy) Certificate of Appreciation for Outstanding Lecture (2012, China) Academic Contributions As an educator, he teaches: Consolidamento Strutturale (Structural Consolidation) Dinamica delle Vibrazioni Random (Random Vibration Dynamics) Progettazione Generativa (Generative Design) He also leads Challenge@PoliTo initiatives and contributes to national infrastructure safety regulations. Research Projects ADAPT4CE - Adaptive Digital Systems for Circular Economy (2025-2028) AI-ENVISERS - AI for Seismic Retrofit Environmental Impact (2023-2025) ADDOPTML - Additive Manufacturing Optimization (2021-2025)
Francesco Pilati is an Associate Professor at the Department of Industrial Engineering, University of Trento, where he serves as local coordinator for the scientific field ING-IND/17 (Industrial Plants and Logistic Systems). He chairs the research group on Industrial Plants, Production Systems, and Logistics, and teaches courses in Industrial Plants and Design of Digital Production and Assembly Systems. As coordinator of the Master's program in Management and Industrial Systems Engineering and University Coordinator for the EIT double degree in Zero-Defect Manufacture, Pilati bridges academic leadership with advanced manufacturing research. He has also served as Invited Lecturer at universities in Vienna and Göttingen. His research focuses on integrating environmental sustainability with technical-economic criteria through multi-objective optimization and impact assessment. Key areas include: Distribution networks and warehousing systems Manufacturing and assembly line design Hybrid energy production systems Digitization of manual production processes using depth cameras Recent publications highlight applications of Industry 4.0 technologies to pandemic safety, logistics optimization, and smart manufacturing. Pilati has received significant recognition including the Philip Morris Italia Empowering Research Award (2016) and Autostrade per l'Italia academic recognition. His editorial contributions include guest editing special issues on Digital Twins and Smart Factories in Q1 journals.
Luca Iocchi is a Full Professor at Sapienza University of Rome, where he teaches in the Master in Artificial Intelligence and Robotics program. He is affiliated with the Department of Computer, Control, and Management Engineering and the Faculty of Engineering of Information, Computer Science and Statistics. Iocchi serves as an Associate Editor for Artificial Intelligence Journal and has been the scientific coordinator of Spoke of PNRR project FAIR (Future AI Research). His educational background includes: Master in Engineering in Computer Science (Laurea in Ingegneria Informatica) cum Laude, Sapienza Università di Roma, 1995 PhD in Engineering in Computer Science (Dottorato in Ingegneria Informatica), Sapienza Università di Roma, 1999 Professor Iocchi's research focuses on cognitive robotics, task planning, multi-robot coordination, robot perception, robot learning, human-robot interaction, and social robotics. His work has significant applications in security, surveillance, and environmental monitoring. He has published over 200 referred papers with an h-index of 46 (Google Scholar). His research bridges theoretical AI with practical robotic systems operating in real-world environments, with a particular emphasis on developing intelligent systems that can interact effectively with humans. His recent publications show a strong trend toward multi-agent reinforcement learning, trust modeling in human-AI teams, UAV coordination, and planning systems. There's a clear focus on making robotic systems more reliable, efficient, and capable of operating in complex real-world scenarios like healthcare facilities and smart cities. His work increasingly integrates formal planning approaches with machine learning techniques. Professor Iocchi has received numerous scientific awards: 1999 Top Paper Award WebNet'99 2006 Best Paper Award RoboCup 2006 2008 Best Robotics Demo Award AAMAS 2008 2014 Best Paper Award For Engineering Contribution RoboCup 2014 2017 RoboCup@Home SSPL 2017 - 3rd place 2018 Canada-Italy Innovation Award 2019 Best Paper Award For Engineering Contribution RoboCup 2019 As an academic advisor, Iocchi has directed the PhD Program in Engineering in Computer Science from 2020 to 2023. He has been Principal Investigator for numerous research projects including SciRoc (European Robotics League), AI4EU (European AI project), BUBBLES, AIPlan4EU, ROSITA, Trust Your Agents, and FAIR. His research has been supported by EU H2020 programs, national grants, and industry collaborations, demonstrating strong connections between academia and practical applications. Professor Iocchi is actively involved with the Cognitive Cooperating Robots Lab (LabRoCoCo) and is a key member of the RoboCup Federation, having served as Vice-President from 2019 to 2024. He has played a significant role in benchmarking domestic service robots through RoboCup@Home and the European Robotics League Service Robots (ERL-SR), which he helped establish. His leadership in organizing international scientific robot competitions has been instrumental in advancing the field of service robotics.
Luca Sebastiani is a Full Professor in Horticultural Sciences (AGR/03) at Scuola Superiore Sant'Anna in Pisa, Italy, since 2014. He currently coordinates the PhD Course in AgroBioSciences and has previously served as Director of the Institute of Life Sciences (2016-2021). His academic career includes roles as Associate Professor (2002-2014) and Assistant Professor (1998-2002) at the same institution. PhD in Plant Biology from Scuola Superiore Sant'Anna (1996) MSc in Agricultural Sciences from University of Pisa (cum laude, 1991) Postdoctoral research in agricultural biotechnology (1996-1998) Research Interests: Focus on plant-environment interactions, particularly abiotic and biotic stress responses in crops. Key areas include: Physiological and molecular responses to climate change stressors Nutraceutical enhancement of food crops Plant germplasm conservation using molecular markers Agriculture 4.0 integrating AI, IoT, and robotics Phytoremediation using poplar and Brassica species Scientific Contributions: His work bridges molecular mechanisms (aquaporin function, heavy metal transport) with ecosystem-level applications (precision irrigation, contaminant phytoremediation). Recent publications emphasize genome sequencing, stress tolerance modeling, and nutraceutical food development. ISHS Medal for SapFlow Workshop organization (2011) Giovanni Spitali Foundation Award for PhD dissertation (1998) Collaborations: Extensive international collaborations with institutions like Beijing Forestry University, Comenius University, and Purdue University. Currently supervises projects in plant phenotyping, omics technologies, and sustainable crop management.
Gianfranco Anfora is a Full Professor at the University of Trento, affiliated with both the Department of Civil, Environmental and Mechanical Engineering and the Center Agriculture Food Environment (C3A), where he serves as Deputy Dean. His research focuses on agricultural entomology, biological control, and sustainable pest management. Key expertise areas include integrated pest control, semiochemicals, and viticulture-related challenges. Anfora teaches courses on biopesticides, vine protection, and eco-sustainable management of invasive species. His research emphasizes vibrational communication in pests like Halyomorpha halys and Drosophila suzukii, exploring non-chemical control strategies such as sterile insect techniques and biological control agents. Collaborative projects include classical biological control programs targeting invasive species in vineyards and果园. Anfora’s work often bridges ecology and applied pest management, addressing climate and landscape impacts on agricultural practices. Recent studies highlight innovations in vibrational mating disruption, substrate-borne signaling, and radiation effects on pest behavior. His contributions aim to balance productivity, environmental sustainability, and regulatory compliance within agri-food systems. No scientific awards are explicitly mentioned, but his extensive publication record reflects significant contributions to entomological and agricultural research.
Daniele Loiacono is an Associate Professor at Politecnico di Milano's Department of Electronics, Information, and Bioengineering (DEIB), affiliated with the Artificial Intelligence and Robotics Lab (AIRLab). His research focuses on interdisciplinary applications of Artificial Intelligence, Machine Learning, and Deep Learning in medical imaging, radiation therapy, and procedural content generation for games. He leads projects in synthetic image generation for radiotherapy quality assurance, automated treatment planning, and bias analysis in medical AI systems. Key research areas include medical image synthesis using GANs, radiation therapy optimization, and algorithmic game design. His contributions span clinical applications such as total marrow irradiation (TMI) planning and lymph-node segmentation, alongside innovations in shader generation and interactive evolutionary tools for game development. Loiacono collaborates on multi-center studies to validate AI-driven workflows in healthcare and has pioneered methods combining lean Six Sigma with machine learning for treatment process improvement. His work bridges clinical medicine and computer science, addressing challenges in radiation oncology, anatomical imaging, and procedural content automation. The AIRLab serves as a hub for his research, integrating AI advancements into real-world medical and engineering solutions.
Begüm Demir is a Professor and Head of the Remote Sensing Image Analysis (RSiM) Group at the Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin. Her research focuses on scalable machine learning methods for remote sensing and Earth observation data analysis. Previously, she held positions at the University of Trento, where she was promoted to Associate Professor in 2017 and received an ERC Starting Grant for her BigEarth project. Key research interests include: Deep learning for satellite image analysis Big data processing in geosciences Earth observation data democratization Noise-robust machine learning models Recent projects highlight collaboration with Huawei in wireless communication-EO integration and leadership in initiatives like Agora-EO and TreeSatAI . Awards include the 2018 IEEE GRSS Early Career Award. Grants include funding from the German Research Foundation (DFG) and Federal Ministry of Education and Research (BMBF). Active in editorial roles for IEEE Geoscience and Remote Sensing Letters, and guest editorships in leading journals. Publicly accessible datasets like BigEarthNet and code repositories enhance her contributions to open science.
Secil Ugur Yavuz is a Professor at the Faculty of Design and Arts, Department of Design, at Free University of Bozen-Bolzano. Her academic work spans eco-social design, research through design, and tangible human-technology interactions, with a particular focus on sustainable materials and collective making practices. She teaches courses including Design 3 for the Master in Eco-social Design and doctoral programs in Experimental Research through Design, Art and Technologies. Professor Yavuz's research explores the intersection of analog and digital through tangible human-technology interactions, with significant contributions to sustainable material systems. Her FERAL WOOL project investigates ecological and cultural dimensions of wool, while her work with biomaterials like microbial cellulose and open-source bioreactors addresses circular production systems. She employs embodied and speculative approaches to examine microplastic emissions, children's nature engagement through tools like TREESENSE, and social play with interactive toys. Her recent publications reveal a strong thematic focus on material culture, sustainability, and human-centered design across multiple scales. The research demonstrates consistent exploration of how digital and physical realms interact to create meaningful user experiences while addressing ecological challenges. Key trends include the use of embodied interaction methods, speculative design for cultural critique, and co-creative processes that bridge technological innovation with social and environmental responsibility. Yavuz leads the Design Friction Lab, which investigates the philosophical foundations of design through customizable interfaces and DIY approaches. Her work with doctoral students in Experimental Research through Design emphasizes reshaping technologies through collective making processes. The FERAL WOOL research project represents a significant current initiative exploring sustainable textile futures through both ecological and cultural lenses.
Claudia Palestrini is a Professor at the Department of Life Sciences and Systems Biology , University of Turin. Her work focuses on dung beetles , ground beetles , and Alpine biodiversity conservation , with a strong emphasis on geometric morphometrics , zoogeography , and entomology . Her research integrates ecology , systematics , and phylogeny to study insect communities in Alpine and Mediterranean environments. Key themes include habitat use , species differentiation , and sustainable land management . She has contributed to over 400 publications, with recent work analyzing equine feeding devices and insect acoustic signals . Her teaching includes courses on Entomology for Cultural Heritage , Biological Sciences , and Environmental Education . She serves on academic committees like the Department Council and Interdisciplinary Sport Sciences program. Her work bridges entomology and sustainable sports practices , highlighting the importance of biodiversity in human-impacted ecosystems.
Matteo Nardello is a researcher affiliated with the Department of Industrial Engineering at the University of Trento. His work focuses on embedded systems, IoT, and energy harvesting technologies for sustainable applications. Current academic affiliation: Department of Industrial Engineering, University of Trento Research interests: IoT, embedded systems, energy harvesting, machine learning, cyber-physical systems Contact: matteo.nardello@unitn.it His research integrates hardware-software co-design for batteryless IoT systems, with applications in smart agriculture, industrial monitoring, and autonomous vehicles. Recent work explores deep learning at the edge, energy-efficient sensor networks, and microbial fuel cells for self-powered devices. Key article trends highlight a focus on sustainable power solutions, wireless sensor networks, and machine learning optimization for constrained environments. He contributes to courses on embedded systems, IoT, and AI-powered industrial applications at the University of Trento.
Michael Haller is a Full Professor at the Faculty of Engineering, Free University of Bozen-Bolzano, Italy, where he serves as founder and director of the Media Interaction Lab. Based at NOI Techpark, his work focuses on next-generation human-computer interfaces, leading a team of over 10 researchers and students in developing innovative interaction technologies for automotive and wearable applications. He earned his Dipl.-Ing. (1997), Dr. techn. (2001), and Habilitation (2007) degrees from Johannes Kepler University of Linz, Austria. Haller's research centers on Human-Computer Interaction with specialized expertise in Smart Textile Interfaces, Physical Prototyping, and Ubiquitous Computing. His lab pioneers user-centered design of next-generation interfaces through industry collaborations with BMW, KTM, SEFAR, and Tratter Engineering. Current work emphasizes sustainable materials for flexible sensors, touchless interaction, and reducing plastic components in automotive interfaces while maintaining ergonomic functionality. His 15 most recent publications (2023-2025) demonstrate a clear trajectory toward sustainable sensor technologies, particularly biodegradable substrates (wood, animal-based, stone, gelatin) for temperature and pressure sensing. These works bridge materials science with HCI, targeting automotive interfaces, health monitoring, and eco-fashion through textile-based solutions that prioritize environmental sustainability without sacrificing performance. His scientific accolades include: Erwin Schrödinger Fellowship Award Google Research Award Europrix Top Talent Award Best ACM SIGGRAPH Emerging Technologies Award Microsoft Imagine Cup 7 Best Paper and Honorable Mention Awards at ACM CHI and ACM UIST Haller directs major research projects including SmartCover (2024-2026) for developing smart laminated dashboards that replace plastic components with gesture-based textile interfaces, and iPlayground (2024-2026) establishing an industrial-scale smart textile lab. He mentors researchers in prototyping and empirical evaluation, with industry grants supporting the development of washable touchless fabrics and next-generation vehicle interfaces. His work bridges academic research and commercial product development through direct industry partnerships. The Media Interaction Lab operates from NOI Techpark with industrial knitting/sewing machines, confocal microscopes for surface analysis, and a collaborative Idea Space for rapid prototyping. Current infrastructure enables development of warp-knitted smart textiles for automotive consoles and sustainable fashion applications, focusing on reducing plastic waste while creating intuitive touchless interaction experiences through magnetoresistive and inductive sensing technologies.
Lucia Aquilanti is a Full Professor in the Department of Agricultural, Food, and Environmental Sciences (D3A) at the Università Politecnica delle Marche (UNIVPM), Italy. She is affiliated with the Faculty of Agriculture and specializes in the scientific sector AGRI-08/A, focusing on Agricultural, Food, and Environmental Microbiology. Her research centers on microbial aspects related to food safety, agricultural systems, and environmental sustainability. Given her scientific sector and departmental affiliation, her work likely involves the study of microbial communities in food production, fermentation processes, and environmental monitoring, with applications in public health and sustainable agriculture. The available data does not include specific publications, but her research profile suggests a strong emphasis on applied microbiology in agrifood and environmental contexts, potentially involving molecular techniques, microbial ecology, and food safety assessments. There are no listed scientific awards or honors in the provided text. She advises students at various levels, though specific names of advisees are not listed in the current information. There is no mention of research grants or funding sources. She is involved in teaching and academic supervision within her department. Lucia Aquilanti is part of the research and academic team at D3A, contributing to the department's work in microbiology and food science, and is engaged in both teaching and research activities at UNIVPM.
Giuseppe Banfi is a Professor of Clinical Biochemistry and Clinical Molecular Biology at Vita-Salute San Raffaele University, where he has held a full academic position since 2006. His career spans over three decades, combining clinical laboratory leadership with academic contributions in aging, musculoskeletal health, and nutritional biochemistry. Graduated Medicine (1984, University of Pavia) Specialized in Hygiene and Preventive Medicine (1988, University of Milan) His research focuses on clinical biochemistry applications in geriatrics, musculoskeletal disorders, and immuno-nutrition. Recent publications highlight innovations in laboratory medicine value-based models, sarcopenia tele-rehabilitation platforms, and aging-related fall prevention strategies. Journal collaborations span Clinical Chemistry and Laboratory Medicine and Endocrine Reviews . Current work involves multidisciplinary integration of oral health in orthopedic surgery, telemedicine effectiveness for musculoskeletal conditions, and vitamin D supplementation guidelines. His leadership in scientific research programs at Galeazzi Orthopedic Institute and San Donato Foundation Hospital Group demonstrates ongoing translational science engagement. Management roles include directorships at Fondazione Centro San Raffaele and Istituto Insubrico Ricerca per La Vita Foundation.
