Projects per year
Personal profile
Additional Information
Head of Architecture at Lancaster, my field of research interest is in Optimisation and Deep Learning (Artificial Intelligence) for Decision Support Systems in design. I am particularly interested in the impact that Machine Learning will have on design processes and the regulatory and policy implications for the RIBA and ARB.
In my current role as Chair of the National Practice and Policy at the RIBA, I oversee the development of a programme of policy and public affairs activity, representing over forty thousand UK architects, to affect change in Whitehall, Westminster and beyond.
I am Deputy Chair of the QAA Subject Benchmark for Architecture in 2025 and my roles in the field of AI and Architecture include member of the Expert Advisory Group on Data and AI in Practice (RIBA), and Lead of the Working Group on AI in Architectural Education (SCOSA) where I lead a network of industry partners including AutoDesk, Google and OpenAI, to guide the future integration of AI across UK practices and teaching across all 65 Schools of Architecture.
I am currently working on a UKRI funded project: AILab: Artificial Intelligence in Low Carbon Building with the Eden Project and Grimshaw Architects, to realise the advantages of Machine Learning for low carbon construction of Eden Morecambe. I have published two books ‐ ‘UEM’ which reimagines the future of a sustainably eco‐centric City, and ‘Datascape’ – a collaborative research document which records the data activities and exchanges of a city.
SUMMARY of research interests (100 words)
- Artificial Intelligence (AI) in Architecture
- Machine Learning (ML) for Architectural Design
- Explainability / Interpretability of AI in Architecture and Building
- Future Regulation of the Architect
- Decoding A.I for the Architect
- Parametric Architecture for Design
- Optimisation Software for Design
- Bioclimatic / Kinetic Facades
- Prototyping in Architecture
Current Teaching
As Head of Architecture, I am responsible for contributing to the ethos, content, quality, and direction of the teaching environment for both the BA (Hons) Architecture and Master of Architecture courses, devising course structures, and writing module descriptors and content for internal and external course approvals and PSRB validation.
I was the UK lead for processes of prescription across all 65 accredited architecture schools as Academic Advisor to the ARB between. In this nationally significant role, I reviewed course documentation to make recommendations on over 85 architecture courses between 2015-21,
My influence in teaching extends to teaching-related publications in my own field of research. I am the Leader of the Working Group on AI in Architectural Education at the Standing Council of the Heads of Schools of Architecture (SCHOSA) where I coordinate a group of world-leading academics to produce guidance on the assessment challenges and opportunities for AI integrated with Architectural education for all 65 Schools of Architecture and 21,000 UK students.
ARCH401 (PG) 30cr – Conv. - Studio Workshops - (2022-23); (2023-24)
ARCH402 (PG) 30cr – Conv. - Studio Workshops - (2022-23); (2023-24)
ARCH403 (PG) 20cr – Conv. - Lectures and Seminars - (2022-23); (2023-24)
ARCH501 (PG) 30cr – Conv. - Studio Workshops - (2023-24)
ARCH502 (PG) 30cr – Conv. - Studio Workshops - (2023-24)
ARCH503 (PG) 30cr – Conv. - Lectures and Seminars - (2023-24)
ARCH202 (UG) 30cr - Conv. - Studio Workshops - (2021-22)
ARCH203 (UG) 30cr - Conv. - Lectures and Seminars - (2022-23)
ARCH103 (UG) 30cr - Conv. - Lectures and Seminars (2020-21) (2022-23)
Current Research
My current funded research project: AILab: Artificial Intelligence in Low Carbon Building (PI- £20k) with project partners the Eden Project and Grimshaw Architects, will realise the advantages of AI to reduce carbon expenditure in the construction of Eden Morecambe. The project will change the sustainability workflow of Grimshaw Architects and go on to advise HM Government on improved AI-based sustainable procurement frameworks in 2024.
The goal of my research is to highlight our new School of Architecture, and the University more widely, as a destination at the forefront of AI-based research for processes of sustainable optimisation in the Built Environment.
In parallel, as a member of the Editorial Advisory Board for the Construction Innovation Journal, I advise on journal focus and contribute to the review of papers to advance innovation in construction sustainability and productivity. I undertake the review of EPSRC proposals as member of the peer review college, attending panels and providing knowledge and reviews in the area of AI / ML integration with AEC.
I have published two books ‐ ‘UEM’ which reimagines the future of a sustainably eco‐centric City, and ‘Datascape’ – a collaborative research document which records the data activities and exchanges of a city.
Education/Academic qualification
Master of Architecture , Edinburgh Uni
Award Date: 6/06/2003
Bachelor of Architecture , Nottingham University
Award Date: 5/06/2000
External positions
Chair of the National Practice and Policy Committee, Royal Institute of British Architects
1/09/2022 → …
ARB independent advisor & expert ARB prescription committee member, Architects Registration Board
1/06/2018 → …
User-defined keywords
- Artificial Intelligence (A.I) in Architecture
- Machine Learning (ML) for Architectural Design
- ArchTech Integration
- Future Regulation of the Architect with A.I
- Decoding A.I for the Architect
- Parametric Architecture for Design
- Optimisation Software for Design
- Bioclimatic / Kinetic Facades
- Prototyping in Architecture
- Dataset Bias Architecture
- Explainability
- Interpretability
Collaborations and top research areas from the last five years
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AI for Designing Low Carbon Buildings: Accelerating Achievement of Net Zero 2050 in our Built Environment
Fagan, D. (Principal Investigator)
1/04/25 → 31/03/26
Project: Research
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Core Equipment 2024
Robinson, B. (Co-Investigator), Harley, S. (Co-Investigator), Joyce, M. (Principal Investigator), Joyce, M. (Principal Investigator), Griffin, J. (Co-Investigator), Halcovitch, N. (Co-Investigator), Griffin, J. (Co-Investigator), Cheneler, D. (Co-Investigator), Robinson, B. (Co-Investigator), Fagan, D. (Co-Investigator) & Urbaniak, M. (Co-Investigator)
Engineering and Physical Sciences Research Council
1/01/25 → 30/06/26
Project: Research
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IAA - AHRC Impact Acceleration Account
Rushton, R. (Co-Investigator), Stead, M. (Co-Investigator), Perez Ojeda, D. (Co-Investigator), Brook, R. (Co-Investigator), Baker, C. (Co-Investigator), Fagan, D. (Co-Investigator), Cousins, E. (Co-Investigator), Casey, S. (Co-Investigator), Halliday, E. (Co-Investigator), Flint, A. (Co-Investigator), Jarvis, H. (Co-Investigator), Bye, D. (Co-Investigator), Costa, A. (Co-Investigator), Edmonds, F. (Co-Investigator), Donkersley, P. (Co-Investigator), Findlay, A. (Co-Investigator), Bushell, S. (Co-Investigator), Gillen, J. (Principal Investigator), Tsekleves, E. (Co-Investigator), Tsekleves, E. (Co-Investigator), Newton, R. (Co-Investigator), Ruston, S. (Co-Investigator), Griffiths, R. (Co-Investigator), Davies, J. (Co-Investigator) & Bennett, B. (Co-Investigator)
1/04/22 → 31/03/27
Project: Research
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File
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ARB: UK PSRB Education Consultancy - Architects Registration Board
Fagan, D. (Principal Investigator)
11/02/19 → …
Project: Consultancy
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AI & Architecture Summit 2025 : Sustainability
Fagan, D. (Artist), 31/01/2025Research output: Exhibits, objects and web-based outputs › Exhibition
Open AccessFile25 Downloads (Pure) -
AI and the Future of Architectural Education in the UK: A Report Commisioned by the Standing Conference Of Schools of Architecture
Fagan, D. (Editor), Holberton, T., Medel Vera, C., Phillips, K., Wang, T.-H., Zhao, X., Nate, K., Hales, D., Black, C., Pothier, D., Regan-Alexander, K., Sabak, J., Tarabishy, S., Tsigkari, M. & Zamorano, P., 30/09/2025, 1 ed. Lancaster: Zenodo. 108 p.Research output: Book/Report/Proceedings › Commissioned report
Open AccessFile3 Downloads (Pure) -
AI in the Construction Sector: Artificial Intelligence For Low Carbon Buildings: Accelerating Achievement Of A Net Zero Built Environment By 2050
Fagan, D., 21/03/2025.Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review
Open AccessFile32 Downloads (Pure) -
AI Lab: A Case Study on the Integration of AI into Building Design Workflows
Fagan, D., 5/02/2025.Research output: Contribution to conference - Without ISBN/ISSN › Speech
File40 Downloads (Pure) -
AILab - Artificial Intelligence for Low Carbon Buildings
Fagan, D., 31/01/2025.Research output: Contribution to conference - Without ISBN/ISSN › Conference paper
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BridgeAI Adopters and Developers Event (Event)
Fagan, D. (Member)
13/11/2025Activity: Membership types › Membership of committee
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Tea Talks: Architecture and AI
Fagan, D. (Organiser), Costa, A. (Organiser), Fagan, D. (Speaker), Holberton, T. (Speaker), Hanna , S. (Speaker), Agkathidis , A. (Speaker), Poletto , M. (Speaker), Erdine , E. (Speaker) & Raghu, D. (Speaker)
24/10/2025Activity: Participating in or organising an event types › Participation in conference -Mixed Audience
File -
Beyond the Studio: Reimagining Architectural Education in the Age of Artificial Intelligence
Fagan, D. (Speaker)
3/07/2025Activity: Talk or presentation types › Invited talk
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BIM and Digital Built Britain
Fagan, D. (Speaker)
13/05/2025Activity: Talk or presentation types › Invited talk
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Sustainability and AI for ConTech and PlanTech
Fagan, D. (Speaker)
8/04/2025Activity: Talk or presentation types › Invited talk
Prizes
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Deans Award for Outstanding Contribution to Student Experience
Fagan, D. (Recipient), 9/07/2024
Prize: Prize (including medals and awards)
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NaCSBA House on a Shoestring Competition
Fagan, D. (Recipient), 24/09/2018
Prize: Prize (including medals and awards)
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Research Innovation Project of the Year
Fagan, D. (Recipient), 18/04/2018
Prize: Prize (including medals and awards)
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Transnational Education Award
Fagan, D. (Recipient), 18/04/2018
Prize: Prize (including medals and awards)
Press/Media
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What can architects learn from an AI in education report?
30/10/25
1 item of Media coverage
Press/Media: Expert Opinion
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BBC Radio 4: Building Soul: with Thomas Heatherwick
25/08/25
1 Media contribution
Press/Media: Research
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Majority of architects now using AI but fears over imitation are rising
27/06/25
1 Media contribution
Press/Media: Research
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University project to showcase at national AI event
5/03/25
1 Media contribution
Press/Media: Newspaper Article
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Lancaster School of Architecture Secures Prestigious AHRC Design Secondments for Ground-breaking Research Projects
13/02/25
1 Media contribution
Press/Media: Research