Research and innovation themes

Explore our research themes

At FinEst Centre, our research and innovation community drives human-centric urban development through five core themes: Natural & Built Environment, Smart Mobility, Intelligent Energy Solutions, Data & AI, and Smart & Sustainable Governance. Each theme connects cutting-edge research with practical solutions, combining academic excellence with real-world impact to create smart, sustainable, and resilient cities.

Our work brings together professors, post-docs, PhD students, and practitioners who collaborate across disciplines and partner with various research groups within Aalto University, Tallinn University of Technology (TalTech), and beyond. Whether advancing academic knowledge or co-developing scalable solutions with commercial applications, our research initiatives are closely tied to the EU-funded FinEst Twins project (GA 856602) and often to our piloting programme Smart City Challenge, ensuring the implementation in real urban environments.

Natural & Built Environment

Natural & Built Environments research advances sustainable urban planning and design by combining digital innovation, biodiversity, and human-centered approaches.
Main contact
Dr. Eeva Henna Helena Fabritius

Senior Research Fellow
FinEst Centre for Smart Cities

Tallinn University of Technology

Keywords
ecology
GreenTwins project
modelling
UrbanLIFEcircles project
Key focus areas
  • Smart communicative city planning: Combining participatory and collaborative approach to urban planning supported by computational planning methods and tools. It focuses on usable digital tools and methods (e.g., PPGIS and 3D city models) that make it easier to understand the possible design options for residents and local decision-makers. 
  • Smart human living data: Multi-perspective, participatory data collection and analysis from the usage and users of urban space using variety of digital tools.  
  • Smart lighting systems: Developing adaptive and sensor-driven smart lighting systems that utilise real time data to enhance the functionality, sustainability, and aesthetics of urban environments. 
  • Smart support systems: Co-developed planning and decision support systems for smart city planning and visioning, including a smart planning room, effective utilisation of smart data sources, such as smart human living data. 
  • Qualities of the built environment: Smart communicative city planning enables rethinking and integrating the diverse qualities of urban spaces and makes these quality perspectives visible and debatable. 
  • Bio-digital architecture and urban design: Offering an experimental approach to designing the built environment from a simultaneously biological and digital perspective, including circular bio-economy. 
  • Smart urban space solutions: Life-centric solutions for a smart, livable city and its services, including digital and cyber-physical solutions for the analytics and planning for vegetated environments and biodiverse urban nature. 
Contributing researchers and experts
  • Dr. Henna Fabritius: Senior Research Fellow. FinEst Centre, TalTech
  • Dr. Ciprian Briciu-Burghina: Research Fellow, FinEst Centre, TalTech
  • Dr. Viktorija Prilenska: Research fellow, FinEst Centre, TalTech
  • Silver Sternfeldt: Environmental psychologist
  • Dr. Pilvi Nummi: Aalto University
  • Petri Kangassalo:Early-stage researcher, Aalto University
  • D.Sc. Staffans Aija: Aalto University
  • Prof. Marketta Kyttä: Aalto University
  • Dmitrii Ingi: Early-stage researcher, Aalto University
  • Dr. Pramod Bhusal: Aalto University
Key projects and initiatives

Research & project publications

Find all academic publications here.

Intelligent Energy Solutions

This theme revolves around developing, testing, and scaling intelligent energy solutions that enhance sustainability, resilience, and affordability across urban ecosystems. By leveraging digital technologies, data analytics, and user-centric design, we aim to accelerate the transition to low-carbon energy systems while ensuring reliability and inclusivity.
Main contact
Dr. Noman Shabbir

Research Fellow
FinEst Centre for Smart Cities

Tallinn University of Technology

Keywords
energy forecasting
energy management
machine learning
Key focus areas
  • Intelligent & Sustainable Energy Solutions will serve as a multidisciplinary platform to co-create and validate scalable energy innovations tailored to real-world urban contexts. By combining the expertise of researchers, data scientists, policy experts, and industry partners, this theme addresses the critical challenges of reliability, resilience, affordability, and sustainability in energy systems.
  • Collaborations will focus on digital twin integration: Collecting and analysing data from smart meters, IoT sensors, and energy markets to enable evidence-based policy and near real-time optimization. We will pilot solutions that enhance renewable energy integration, optimize energy storage and distribution, and promote active citizen engagement for demand-response programs. Close links with other themes, like Smart Mobility and Urban Sustainability, will drive holistic city-wide transformations.
  • Enabling municipalities, businesses, and citizens to accelerate their journey towards carbon-neutral energy systems, with a strong emphasis on user-centric design, transparency, and economic feasibility. We aim to deliver knowledge, demonstrable pilot projects, and policy recommendations that shape the future of smart energy in Estonia and beyond. 
Contributing researchers and experts
  • Prof. Argo Rosin: Tenured Full Professor, Vice-Dean for Research, TalTech
  • Dr. Tarmo Korõtko: Senior Researcher
  • Prof. Einari Kisel: Professor of Practice in Energy Policies. FinEst Centre, TalTech
  • Dr. Kaija Veskioja: Researcher, FinEst Centre, TalTech
Key projects and initiatives
Research & project publications

Find all academic publications here.

Data & AI

The Data & AI theme  brings together researchers, experts and practitioners to explore the transformative role of data in shaping smart, sustainable, and inclusive communities.
Main contact
Sille Sepp

Head of Urban Data Ecosystems
FinEst Centre for Smart Cities

Tallinn University of Technology

Keywords
community
data spaces
governance
personal data
Key focus areas
  • AI & Data Governance: Building capacity within municipalities to adopt ethical, effective data governance and leverage AI responsibly. 
  • Data Spaces & Interoperability: Exploring frameworks for secure, interoperable data sharing across sectors, enabling smart community solutions. 
  • Local Digital Twins: Investigating the development and application of digital twin technologies to support local planning and decision-making. 
  • Public-Private Data Access & Sharing: Facilitating collaboration between public and private sector to improve data accessibility and innovation potential. Further, the group focuses on valuable data sources across domains and promoting their application in urban innovation projects. 
Contributing researchers and experts
  • Dr. Anniki Puura: Postdoctoral Researcher. FinEst Centre, TalTech
  • Dr. Henna Fabritius: Senior Research Fellow. FinEst Centre, TalTech
  • Dr. Avleen Malhi: Adjunct Professor. FinEst Centre, TalTech
  • Prof. Einari Kisel: Professor of Practice in Energy Policies. FinEst Centre, TalTech
  • Farah Hisham Abdelfattah Elbehairy: Early Stage Researcher. FinEst Centre, TalTech
  • Laura Mrosla: Early Stage Researcher. FinEst Centre, TalTech 
  • Francesco Tonnarelli: Early Stage Researcher. FinEst Centre, TalTech 
  • Sara Thabit Gonzalez: Early Stage Researcher. TalTech 
  • Carina Bitšikov: Project coordinator. FinEst Centre, TalTech
Key projects and initiatives
  • DS4SSCC-DEP – deployment project for European data space for smart communities 
Research & project publications

Find all academic publications here.

Smart & Sustainable Governance

The governance theme advances knowledge and collaboration on climate and innovation governance, highlighting how digital and green transitions intersect to shape more sustainable urban futures.
Main contact
Dr. Luiza Schuch de Azambuja

Research Fellow
FinEst Centre for Smart Cities

Tallinn University of Technology

Keywords
city governance
NetZeroCities project
sustainable city
Urban Learning Center
Key focus areas
  • Climate Governance/Green Transition: Climate change and environmental challenges pose significant threats worldwide. Transformation into a sustainable and environmentally friendly economy and broader socio-techno-institutional systems is inevitable and needs input from all stakeholders, sectors, and governance levels. We investigate these changes and accompanying challenges and opportunities from political, societal, technological, and economic perspectives. 
  • Innovation Governance/Digital Transition: This area explores how cities can strategically leverage digital tools and mechanisms to enhance efficiency, improve public services, foster innovation, and build more resilient and responsive governance systems. We investigate the policies, frameworks, and capacities required/used to navigate this ongoing transformation effectively, ensuring digital advancements contribute to an equitable and more sustainable future.
Contributing researchers and experts
  • Dominik Beckers: Early-stage researcher, FinEst Centre.
    W
    ith experience in public policy consulting. Dominik’s research and interests include innovation management and intermediation, strategy and organisational development, transboundary knowledge and resource flows, ethics and justice in smart cities. 
  • Dr. Lita Akmentina: Cities Expert & Researcher, FinEst Centre.
    Lita is working within the NetZeroCities platform, where she currently co-designs and facilitates the Twinning Learning Programme and researches city-to-city learning and transition ecosystems in support of the EU Mission: Climate-Neutral and Smart Cities by 2030. She is also interested in citizen engagement, particularly e-participation, sustainable urban planning, and the preconditions for the successful replication of city practices.
     
  • Farah Hisham Abdelfattah Elbehairy: Early-stage researcher, FinEst Centre. Farah’s PhD research focuses on building capacities and governance mechanisms for sustainable smart city transitions, particularly the role of the public sector, as well as data governance and AI practices within public organizations. She explores capacity-building approaches needed to address institutional and administrative gaps to ensure smart city transitions (e.g., changes in institutional structures, culture, systems, and roles, as well as introducing new staff, infrastructure, public procurement, and upskilling processes), adopting a cross-disciplinary approach that connects theories from smart city research, innovation studies, and public administration. 
  • Dr. Kaija Veskioja: Researcher, FinEst Centre.
    Kaija’s research interests include governance and management of sustainability transitions, capacities and capabilities of local and central government in managing transitions, upscaling urban experiments and financing green transitions.
     
  • Francesco Tonnarelli: Early-stage researcher, FinEst Centre.
    He
    conducts research on the governance mechanisms of smart city transition and their impact on urban planning and service delivery in the Global South and small urban contexts. 
  • Dr. Luiza Schuch de Azambuja: Researcher, FinEst Centre.
    Working within the NetZeroCities platform as a Twinning Learning Programme facilitator. Luiza defended her PhD Thesis in 2024, titled “Exploring the Journey towards Smarter Sustainable Cities: Capacity Development for Evolving Governance Practices” which reflects her past research in the field. Her current research interests include smart sustainable city strategies, city resilience, capacity building, knowledge exchange among cities, and collective intelligence.
     
  • Dr. Jelizaveta Krenjova-Cepilova: Researcher and project manager, FinEst Centre.  Jelizaveta is interested in upscaling and replication of innovative practices to other settings. Her PhD thesis explored the applicability of different practices of participatory budgeting in various contexts. Hence, the topic of participation and public involvement remains fascinating for her. 
Research & project publications

Find all academic publications here.

Project publications

Scientific publications 

Smart Mobility

The Smart Mobility research drives transformative change in urban transport by developing efficient, user-focused solutions and fostering collaboration between researchers, cities, residents, and developers. Our work addresses congestion, emissions, and multimodal integration, while pioneering future mobility ecosystems such as self-driving shuttles and micro-mobility services.
Main contact
Dr. Anniki Puura

Tallinn University of Technology

Smart Mobility, Urban Analytics & Data

Keywords
Emerging mobility technologies
Equity in mobility
Interoperability
Key focus areas
  • Intelligent and Integrated Mobility Systems: Developing ecosystems with ITS, real-time traffic management, and multi-modal solutions for seamless, efficient mobility. 
  • Sustainable and Low-Carbon Transportation: Promoting sustainable practices, EV infrastructure, and green urban design while supporting walking and cycling. 
  • Innovative Mobility Technologies: Testing autonomous vehicles and smart city platforms to transform transport systems. 
  • Equitable Access to Mobility: Ensuring solutions address diverse needs, fostering inclusivity and public engagement. 
Contributing researchers and experts
  • Dr. Anniki Puura: Postdoctoral researcher, FinEst Centre.
    With a background in human geography and regional planning, along with long-term membership in the MobilityLab at the University of Tartu, expertise has been developed in utilising mobile positioning data to analyse spatial mobility – ranging from individual-level behavior to broader societal and spatial processes. This includes practical experience in leveraging mobile phone-based data for analysis and the development of innovative tools and solutions. Currently working as a postdoctoral researcher with a focus on mobility and data-related research, while also contributing part-time to a project deploying the European Data Space for Smart Communities.
     
  • Adj. Prof Mauro Bellone: Adjunct Professor, FinEst Centre.
    An expert in autonomous driving, smart mobility and intelligent transport systems. Mauro’s research focuses on autonomous vehicle perception, AI-driven transport optimisation and urban mobility solutions. He has contributed to sensor fusion, digital twins and cybersecurity for self-driving vehicles. His work at university highlights his role in advancing automation, robotics and AI for smart cities.
     
  • Dr. Kalle Toiskallio: Head of Research Delivery, FinEst Centre.
    What is smart city? Social, cultural and other larger aspects of emergent transport and traffic technologies and concepts, especially the obvious obstacles of self-driven vehicles and Mobility-as-a-Service. Parking consultant.
     
  • Pauline Baudens: Early-stage researcher, FinEst Centre, TalTech.
    Working on a PhD thesis title „Unequal access of women to the digitalisation of transport. Reconsideration of the inclusive Smart City in Pune in India“
Key projects and initiatives

Research & project publications

Find all academic publications here.