Anna Grigolon is an Assistant Professor at the University of Twente , Netherlands, affiliated with the Transport Engineering and Management Research Group . Her research focuses on sustainable urban mobility , user-centric transport solutions , and travel behavior analysis using tools like discrete choice modeling , spatial analysis , and social psychology theories . Research Interests : Sustainable Urban Mobility Accessibility Modeling Travel Behavior Discrete Choice and Latent Class Modeling Spatial Analysis and GIS Shared Micromobility and Mobility Hubs Equity in Transport Planning Article Trends : Anna’s recent work (2025–2024) emphasizes mobility justice , 15-minute city transitions, and equity in transport access , particularly for marginalized communities like São Paulo favelas. She integrates digital tools (e.g., serious games, kiosks) and space-time metrics to evaluate mobility solutions. Projects : She currently leads the SmartHubs project and contributes to DREAMS and R-map , focusing on smart, equitable mobility systems in Europe and Saudi Arabia.
Dr. Thijs Broekhuizen is an Associate Professor at the University of Groningen's Faculty of Economics and Business, specializing in Innovation Management & Strategy. He currently serves as Scientific Director of the University of Groningen Business School, Coordinator of the Northern-Netherlands Innovation Monitor, and Programme Director of the Executive MBA. His research focuses on digital transformation, value creation in innovation, and digital business models, with interdisciplinary insights bridging strategy, innovation, and digitalization. Education: PhD in Marketing (University of Groningen, 2006) MSc in Marketing (University of Groningen, 2001) Research Interests: Broekhuizen explores value appropriation in technology-driven contexts, digital business models, and strategic responses to disruptive technologies. His work emphasizes SMEs' digital transformation challenges, organizational identity during technological change, and AI-driven innovation management. Key areas include digital platforms, motion picture industries, and social media dynamics. Grants & Projects: TALENT4S3 (€165K, Interreg 2024-2028) SIRM (€189K, Interreg 2023-2027) NWO-funded studies on construction industry profitability and online customer journeys Awards: Best Paper Award at ISoF 2021 Best Short Paper Award Nomination 2021 Teaching & Leadership: Broekhuizen teaches strategy and digitalization in executive programs and has led the MScBA and EMBA initiatives. His educational roles include Programme Director of the Executive MBA (Energy Transition, Health, Sustainable Business Models tracks) and member of the Groningen Digital Business Centre. Labs/Teams: He coordinates the Northern-Netherlands Innovation Monitor (surveying 10,000+ SMEs) and collaborates with the Groningen Digital Business Centre to advance digital strategy research.
Claudia Schwabe is a Professor in the Department of World Languages and Cultures at Utah State University, within the College of Humanities and Social Sciences. She holds a Ph.D. in German Studies from the University of Florida and has been teaching at USU since 2012. Her academic work bridges German language, literature, and cultural studies with a strong focus on fairy tales and folklore in both historical and contemporary contexts. Education: Ph.D., German Studies, University of Florida, 2012 M.A., Teaching Business Education, Georgia College & State University, 2005 B.A., International Business Administration, Northumbria University, UK, 2003 B.A., International Administrative Management, Accadis, Germany, 2003 Her research centers on 18th- and 19th-century Romantic literature, literary and folk fairy tales (Kunstmärchen), East German cinema, German Orientalism, and the adaptation of fairy tales in new media and popular culture. She explores how traditional narratives are transformed across media and cultures, especially in American television and film. Her teaching reflects this interdisciplinary approach, covering German language, literature, film, business German, and translation. Her recent scholarly publications reveal a strong trend in analyzing the cultural and political significance of fairy tales, particularly in DEFA films and modern adaptations like Grimm and Once Upon a Time . She has published monographs, edited volumes, and peer-reviewed articles with leading presses and journals in folklore and German studies, demonstrating sustained scholarly impact. Scientific Awards and Honors: Faculty Undergraduate Advisor of the Year Award, LPCS, USU (2015) Ed Glatfelter Service Award, LPCS, USU (2016-2017) Nominations for Dean’s Giraffe Award (2016, 2018) Nominations for Researcher of the Year (2016, 2017) Travel Awards from College of Humanities and Social Sciences and Center for Women and Gender Studies (2014) Graduate Student Teaching Award, University of Florida (2010) Grinter Fellowship, University of Florida (2008–2010) Claudia Schwabe has been actively involved in academic service, grant writing (participant in grant proposal seminar), and mentoring. She has served as a faculty advisor and contributed to curriculum development, particularly in interdisciplinary folklore and fairy-tale pedagogy. Her editorial work on volumes like New Approaches to Teaching Folk and Fairy Tales highlights her leadership in shaping scholarly discourse. She has also reviewed books for major journals, contributing to peer evaluation in her field. While no formal lab or research team is mentioned, her work is deeply collaborative, involving co-edited volumes, co-authored entries, and invitations to contribute to high-impact academic projects. Her ongoing research suggests continued exploration of fairy tales in global media, pedagogy, and cultural politics.
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.
Shashi Shekhar is a Professor at the University of Minnesota, holding the distinguished titles of McKnight Distinguished University Professor and Distinguished University Teaching Professor. He serves as the ADC/CSE Chair and Director of the AI-LEAF Institute within the Department of Computer Science at the College of Science and Engineering. His research interests span multiple areas of spatial computing including spatial data science, spatial data mining, spatial databases, Geo-AI, and Geographic Information Systems (GIS). His work has focused on developing scalable algorithms for eco-routing, evacuation route planning, and spatial pattern mining. He has made significant contributions to the field through his Spatial Databases textbook, the Encyclopedia of GIS which has seen over 192,918 downloads in 2017, and a spatial computing book for professionals. His research group has produced numerous PhD graduates dating back to 1993 through 2023. Analysis of his recent publications reveals a strong focus on applying spatial computing to critical societal challenges including climate change mitigation through the AI-LEAF Institute, pandemic response through mobility data analysis, and sustainable transportation through eco-routing algorithms. His work bridges theoretical advances in spatial data science with practical applications in urban planning, emergency management, and environmental sustainability. Distinguished McKnight University Professor Distinguished University Teaching Professor UCGIS Education Award (2015) Graduate Education Award (2015) President of University Consortium for GIS (2017-2018) Computing Research Association Board Member (2016-2019) Professor Shekhar has advised over 30 PhD students since 1993, with his most recent graduate in 2023. He has secured significant research funding including a $20 million AI Institute grant focused on climate-smart agriculture and forestry. His Spatial Computing Research Group maintains active collaborations with government agencies and industry partners. The group has developed practical applications featured in media outlets including FoxTV coverage of evacuation route planning algorithms. Current research directions include applying AI techniques to address climate challenges through the AI-LEAF Institute and advancing spatial data science for polar regions through NSF-funded initiatives.
Victor Vianu is a Professor in the Department of Computer Science and Engineering at the University of California, San Diego, within the Jacobs School of Engineering. His work focuses on the intersection of database theory and verification techniques, particularly in the context of data-driven business processes and workflows. Research Interests Professor Vianu's primary research interests span database theory, verification of database-driven systems, and computational logic. His current work focuses on automatic verification of interactive data-driven web services and business processes, exploring how to provide customized workflow views for different stakeholders in organizational settings. His research addresses significant technical challenges at the intersection of data management and process modeling, requiring novel approaches that go beyond traditional relational algebra to handle both data and process aspects simultaneously. His work on data-driven business processes investigates how to specify, analyze, and synthesize views of workflows that expose only information relevant to specific user roles. This research has important applications in e-commerce, digital government, healthcare, and scientific infrastructure, where different stakeholders require varying levels of workflow abstraction and detail. Research Contributions and Trends Professor Vianu's recent publications demonstrate a consistent focus on the integration of data management and workflow processes. His work has evolved from foundational database theory to increasingly practical applications in business process management. A key trend in his research is the development of formal frameworks for workflow views that maintain consistency while providing appropriate abstractions for different user roles. His publications reveal a progression from theoretical foundations to more applied aspects of workflow verification and integration, often in collaboration with researchers from INRIA and other institutions. Advising and Research Support Professor Vianu leads the UCSD Database Laboratory, which conducts research on database systems and theory. He currently advises graduate student Marysia Tran and has likely mentored numerous other students throughout his career. His research is supported by the National Science Foundation under grant "Views of Data-Driven Business Processes: Foundations and Applications" (NSF Project III 1815247). This project brings together techniques from logic, automata theory, complexity theory, algorithms, and automatic verification to address challenges in workflow management. Research Environment Professor Vianu is an active member of the UCSD Database Laboratory, which maintains a regular research seminar series. He has collaborated extensively with researchers including Alin Deutsch (UC San Diego), Serge Abiteboul (INRIA and ENS-Paris), Pierre Bourhis (Univ. of Lille and CNRS), and Adrien Koutsos (ENS Cachan). His foundational work includes co-authoring the influential textbook "Foundations of Databases" with S. Abiteboul and R. Hull, which remains a standard reference in database theory.
Dr. Stella Boess is a Researcher at the Department of Industrial Design Engineering, Faculty of Industrial Design Engineering at Delft University of Technology. She focuses on interdisciplinary research bridging social sciences and engineering, particularly in sustainable renovation, accessibility, and health technology. Her work emphasizes user-centered design in residential environments, addressing challenges such as heat pump adoption and inclusivity for visually impaired individuals. She teaches courses like Inclusive Design and Prototyping for Interaction , and has collaborated on projects including the HiPP initiative for optimized patient experiences and the NWO usability project. She appeared in media such as NPO's Programme Reference Man in 2022. Her research interests include human-technology relations, sustainable building practices, and co-creation methodologies. She explores how design interventions impact occupant behavior and satisfaction, advocating for holistic approaches to integrate technology with human practices. Recent projects also address mobility design improvements for automotive interiors and inclusive medical solutions for the Global South. Research Projects: HiPP: Optimizing orthopedic patient care pathways NWO design for usability project REIL project: Enhancing rehabilitation interactions AAL project MyGuardian: Supporting aging populations Stella’s publications from 2022 to 2025 reflect a trend toward analyzing socio-technical dynamics in sustainable housing and mobility systems. She highlights the importance of stakeholder collaboration and participatory frameworks to ensure equitable outcomes. No scientific awards are listed, but her contributions to inclusive design and zero-energy renovation are notable.
Kingsley Yuen Lung Fong is an Associate Professor of Finance at the UNSW Business School, specializing in Banking and Finance. He has published extensively in leading international finance journals and co-founded the RISE Finance Lab to explore how finance can better foster well-being, relational trust, and long-term stewardship. Institution: University of New South Wales School: UNSW Business School Department: Banking and Finance His academic work is guided by the principle that finance is an evolving design for organizing life and activity across individuals and society. Fong's research expertise spans market microstructure, investment, household finance, and sustainable finance. He has made significant contributions to understanding the connections between finance, society, and nature for a flourishing future. The analysis of his 15 most recent publications reveals a strong focus on market microstructure, trading behavior, and sustainable finance. His work examines algorithmic trading impacts, liquidity measurement, household investment decisions, and regulatory aspects of financial advice. Fong's research demonstrates consistent interest in how financial systems can be designed to better serve societal needs while maintaining market efficiency. 2017 Review of Finance Spängler IQAM Prize 2021 Aspen Institute Ideas Worth Teaching Award 2022 S&P Global Decarbonisation Hackathon As an educator, Fong teaches Wealth Management and Client Engagement, Sustainable Investing, and Sustainable Finance. His leadership roles include serving as Deputy Head of School for Banking and Finance (2011-2019), Co-Founder of UNSW RISE Finance Lab (2025), and member of the Australian Sustainable Finance Institute Sustainable Finance Capability Reference Group (2024). Beyond traditional finance, he created DATKIS, an intellectual framework that grounds common sense and intelligence in truth, awareness, and design.
Prasenjit Mandal is an Associate Professor in the Department of Information Systems, Supply Chain Management, and Decision Support at NEOMA Business School (France). He holds a PhD in Decision Sciences and Information Systems from the Indian Institute of Management (IIM) Bangalore. Previously, he served as an Assistant Professor of Operations Management at IIM Calcutta and worked as an Oracle ERP consultant at Tata Consultancy Services. His research focuses on supply chain finance, revenue optimization, multi-channel retail strategies, and strategic decision-making in supply chains. He has published in top journals like European Journal of Operational Research and IEEE Transactions on Engineering Management. He currently serves as a reviewer for multiple academic journals. Education: PhD in Decision Science and Information Systems, IIM Bangalore, India Oracle ERP Techno-Functional Certification Research Interests: Revenue Management in Retail & E-commerce Supply Chain Finance & Platform Financing Multi-channel Distribution Strategies Empirical Modeling of Supply Chain Trade-offs Strategic Decision-Making under Competition Key Contributions: His recent work explores platform financing models, strategic supplier financing choices, and omnichannel retail challenges. His research integrates optimization models with real-world operational scenarios to address supply chain complexities. Professional Experience: Current: Associate Professor, NEOMA Business School 2016-2019: Assistant Professor, IIM Calcutta 2012-2015: Oracle ERP Consultant, Tata Consultancy Services
Dr. Jason Gibbs is an Associate Professor in the Department of Entomology at the University of Manitoba, Faculty of Agricultural and Food Sciences. He also serves as the Curator of the J. B. Wallis / R. E. Roughley Museum of Entomology (WRME), a significant center for the study of bee biodiversity. His work is central to advancing knowledge in wild bee systematics, phylogenetics, and conservation. PhD in Biology, York University, Canada MSc in Botany, University of Toronto, Canada BSc in Biological Sciences, University of Toronto Scarborough, Canada His research focuses on the diversity, taxonomy, and conservation of wild bees , particularly halictid and panurgine bees. He employs integrative taxonomic approaches , combining morphological, molecular, and ecological data to resolve species boundaries and evolutionary relationships. His work extends to pollinator ecology , examining how habitat management, agricultural practices, and landscape changes affect bee communities and pollination services. He is deeply involved in bee conservation , including the rediscovery of rare species and the development of habitat strategies to support pollinators in human-modified landscapes. The trends in his recent publications reveal a strong emphasis on systematics and alpha-taxonomy , with numerous revisions of bee genera and checklists of regional faunas. He frequently uses DNA barcoding and phylogenomics to address taxonomic challenges. Additionally, his work explores pollination dynamics in agricultural systems , particularly in blueberry and other crops, assessing the roles of wild versus managed bees. There is a consistent theme of habitat enhancement and conservation across his research, with studies on floral strips, prairie restoration, and the impacts of land-use change. Dr. Gibbs is actively involved in mentoring and training the next generation of entomologists. His lab includes several graduate students and highly qualified personnel who contribute to his diverse research projects, as indicated by the asterisked names in his publications. He leads the Gibbs Wild Bee Lab, which is dedicated to understanding bee diversity and evolution. The lab combines field research with molecular and morphological analyses, and maintains close ties with the WRME museum, which serves as a vital resource for specimen-based research and education.
Changjian Li is an Assistant Professor in the School of Informatics at the University of Edinburgh. He leads the GraphViX Group (Graphics, Vision and X) and is a member of the Institute of Perception, Action and Behaviour (IPAB). His research spans computer graphics, computer vision, and human-computer interaction with a focus on 3D generation and analysis. Education: Bachelor's Degree from Shandong University (2014) Ph.D. from the University of Hong Kong (2019) under Prof. Wenping Wang Postdoc at University College London (UCL) with Prof. Niloy Mitra Starting Researcher position at Inria with Dr. Adrien Bousseau Research Interests: Changjian's research focuses on sketch-based 3D modeling, CAD modeling, point cloud processing, and medical imaging applications. He develops systems that bridge intuitive sketching with precise CAD workflows, enhances 3D animation pipelines, and applies neural methods to sparse medical data reconstruction. Scientific Recognition: Best Paper Honorable Mention Award (MICCAI 2021) CADTalk selected as Highlight (CVPR 2024 top 10%) ACM SIGGRAPH Asia 2018 cover image selection ACM SIGGRAPH Asia 2015 technical paper highlight CVPR 2019 poster highlighted in 'Computer Vision News' Advising & Collaborations: He mentors postdocs and PhD students including Duolikun Danier, Haocheng Yuan, Ankan Bhunia, and Lei Zhong. Former advisees include Salvatore Esposito (now at Edinburgh), Guangshun Wei (Shandong University), and Mingjun Yang (University of Melbourne). Collaborates with Oisin Mac Aodha, Hakan Bilen, and Niloy Mitra. Professional Service: Currently serves as Associate Editor for IEEE TVCG and participates in program committees for SIGGRAPH Asia, SIGGRAPH, EuroGraphics, and Geometry Design and Computing (GDC) conferences.
Wilfred Amaldoss is the Thomas A. Finch Jr. Professor of Marketing at Duke University's Fuqua School of Business. He holds a Ph.D. in Marketing from the Wharton School (University of Pennsylvania) and an MBA from the Indian Institute of Management, Ahmedabad. Previously, he taught at Purdue University's Krannert Graduate School of Management. His research focuses on strategic behavior in pricing, advertising, and competitive dynamics. Notable areas include pricing strategies for prototypical products, the impact of social influence on branding, and sponsored search advertising mechanisms. He has published in top journals like Journal of Marketing Research and Management Science . Amaldoss has received multiple awards, including the Frank M. Bass Award (2001) for exceptional Ph.D.-derived research and the John C. Little Award for outstanding marketing papers. His teaching excellence is recognized through awards such as the Duke MBA Excellence in Teaching Award (2008, 2009, 2019) and the Salgo Noren Outstanding Teacher Award (2000–2001). He serves as an Associate Editor for Management Science and Journal of Marketing Research , and has been honored with the Distinguished Service Award by Management Science (2009–2011). His work bridges theoretical contributions with practical insights into consumer behavior and strategic business decisions.
Bernhard Rumpe is a Professor and Chair of Software Engineering at the Department of Computer Science 3, RWTH Aachen University, Germany. He leads a research group focused on model-based software engineering, domain-specific languages, and digital twins, with strong industrial collaborations and applications in embedded systems, AI, IoT, and autonomous vehicles. His research centers on improving software development through model-driven engineering, generative techniques, and formal modeling using UML, SysML, and the MontiCore language workbench. Key interests include digital twins, variability modeling, model composition, and the integration of cyber-physical systems with information systems. The recent publications highlight a consistent focus on model-driven digitalization, language workbenches, and system integration. Trends show increasing emphasis on digital twins in manufacturing and societal systems, formal verification of model transformations, and educational applications of model-driven low-code platforms. His work bridges theoretical foundations with industrial applicability. Keynote Speaker, OOPSLE 2025 General Chair, GPCE 2023 Session Chair, MODELS 2020 Program Committee Member, SLE, GPCE, ICSE, ECMFA He advises master’s and doctoral students and leads a vibrant research team that has successfully executed over 100 research projects. His group develops foundational tools like MontiCore and applies them in industrial contexts, contributing to software quality and developer efficiency. No formal grants are listed, but sustained project funding is evident. He is involved in several research labs and teams centered around the Software Engineering Chair at RWTH Aachen, focusing on language workbenches, model-driven development, and digital twin systems. The team actively contributes to open research through publications, tools, and industrial partnerships.
Steven L. McKenzie is Professor of Religious Studies and Spence L. Wilson Senior Research Fellow at Rhodes College, specializing in Hebrew Bible (Old Testament) studies, biblical archaeology, and the Dead Sea Scrolls. His academic career spans decades of influential scholarship and editorial leadership. His educational background includes: Th.D. from Harvard University B.A. and M.Div. from Abilene Christian University McKenzie's research focuses on the history of ancient Israel, Hebrew Bible literature, Hebrew language and grammar, biblical interpretation methods, and the intersection of archaeology with biblical studies. He pioneered work on the Deuteronomistic History and Chronicler's literature, establishing foundational frameworks still referenced today. His interdisciplinary approach bridges textual analysis with historical context, making complex scholarship accessible to broader audiences. His publication trajectory reveals consistent engagement with biblical historiography and interpretation, evolving from technical studies like The Chronicler's Use of the Deuteronomistic History (1985) to accessible works such as How to Read the Bible (2005), and culminating in major reference works including the Oxford Encyclopedia of Biblical Interpretation (2013). Recent projects focus on editorial leadership for the Oxford Bible Commentary series. Key honors include: Spence L. Wilson Senior Research Fellowship McKenzie's academic service demonstrates exceptional commitment: founding the Deuteronomistic History Section at the Society of Biblical Literature, serving as associate editor of Vetus Testamentum (2010-2019), and contributing to editorial boards of Journal of Biblical Literature and Catholic Biblical Quarterly . His decade-long leadership of academic tours through the Middle East and Greece with the Middle East Travel Seminar extended his scholarship into experiential education, while media appearances on Discovery and History channels brought biblical scholarship to public audiences.
Claudia Patricia Ayala Martinez serves as a Lecturer in the Department of Service and Information Systems Engineering at the Barcelona School of Informatics (FIB), Polytechnic University of Catalonia (UPC). She is actively involved in research through the GESSI - Group of Software and Service Engineering and the UPC inSSIDE - integrated Software, Services, Information and Data Engineering research groups. Her career spans over two decades of academic contributions in software engineering with consistent publication output. Dr. Ayala Martinez's research focuses on Empirical Software Engineering, Off-The-Shelf Adoption, Requirements Engineering, and Software and Architectural Quality. Her work demonstrates an evolution from traditional software engineering topics toward increasing integration with machine learning and AI systems. Recent publications show particular emphasis on software quality indicators, ML pipeline design principles, trustworthiness of ML models, and green computing in software systems. Analyzing her publication trends reveals a consistent research trajectory with growing focus on AI/ML integration in software engineering. Her work spans empirical studies, systematic literature reviews, and practical industrial applications. The research shows strong connections between software quality metrics, architectural decisions, and emerging technologies, with increasing attention to ethical considerations in ML systems and sustainability in software development. Most-Influential Paper Award at the 30th IEEE International Requirements Engineering Conference Dr. Ayala Martinez has participated in numerous competitive R&D projects including those funded by the Spanish National Research Plan, Horizon 2020, and the Catalan Innovation Strategy. Her collaborative network includes extensive work with Professor Javier Franch Gutierrez (69 joint publications), Silverio Juan Martinez Fernandez (26 joint publications), and Cristina Gomez Seoane (20 joint publications). Her research has been supported by various national and European funding programs focusing on software engineering, quality assessment, and open source adoption. She is actively involved with the GESSI and inSSIDE research groups at UPC, which focus on integrated software, services, information, and data engineering. These groups maintain strong industry connections and have produced significant research in empirical software engineering, reference architectures, and quality assessment methodologies. Her recent work shows increasing collaboration with researchers working at the intersection of software engineering and artificial intelligence.
