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Research Interests

Urban Sustainability β€’ Green Infrastructure (GI) β€’ Landscape Ecology β€’ Sustainable Urban Development Strategies β€’ Data-Driven Decision Making β€’ Advanced Statistical Data Analysis β€’ AI and Machine Learning Applications β€’ GIS and Spatial Analysis β€’ Urban Morphometrics β€’ Computational Design and Simulation

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Experience

June 2025 - Present
Digital Planning Researcher
June 2025 - Present
Contingent Worker
Apr 2024 - May 2025
Research Fellow
AI in Infrastructure Engineering with Imfuna | C-DICE Industrial Secondment, University of Birmingham
Focusing on AI applications in infrastructure engineering and digital transformation of built environment.
Sep 2023 - Dec 2023
Research Fellow
Digital Task Force for Planning | C-DICE Industrial Secondment, University of Birmingham
Research on digital transformation in urban planning and sustainable development.
Jan 2019 - Feb 2024
Examination Invigilator
Loughborough University
2018 - 2023
Doctoral Researcher
School of Architecture, Building and Civil Engineering, Loughborough University
Research focus on urban form and green infrastructure, exploring sustainable urban development strategies.
Jul 2014 - Sep 2014
Design Team Member (Internship)
Residential Landscape Design, and Park Landscape Design | China Architecture Design & Research Group. NO.19 Chegongzhuang St. Beijing
Jun 2013 - Aug 2013
Design Team Member (Internship)
CTS Studio, School of Architecture, Tianjin University
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Education

2018 - 2023
Doctor of Philosophy
School of Architecture, Building and Civil Engineering (ABCE), Loughborough University, UK
Architecture discipline
2014 - 2017
Master of Engineering
Landscape Architecture, School of Architecture and Urban Planning, Chongqing University, China
GPA: 3.52/4.0 , Recommended postgraduate (exam-exempted)
2010 - 2014
Bachelor of Art
Architectural Environmental Design, School of Architecture (T-ARC), Tianjin University, China
GPA: 3.57/4.0
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Publications

Peer-Reviewed Publications

2025
Liu, L. , Palaiologou, F., Schmidt-III, R., 2025. Green Infrastructure morphology: Integrating urban morphological perspectives for sustainable urban development . Journal of Urban Management S2226585625000810.
2022
Liu, L. , Palaiologou, F., and Schmidt-Ill, R. (2022). Exploring the Relationship between Compact Urban Form and Green Infrastructure . In: Annual Conference Proceedings of the XXVIII International Seminar on Urban Form. University of Strathclyde Publishing, Glasgow, pp. 576-583. ISBN 9781914241161

Doctoral Thesis

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Software Publications

2025
Liu, Lixu (2025). RAAC LLM Analysis Code Package . DOI: 10.25500/edata.bham.00001300
2025
Liu, Lixu (2025). Web-Based Condition Index Tool for RAAC Panel Assessment . DOI: 10.25500/edata.bham.00001297
2025
Liu, Lixu (2025). Building Risk Management Dashboard . DOI: 10.25500/edata.bham.00001296
2025
Liu, Lixu (2025). RAAC Similarity Tool v1 . DOI: 10.25500/edata.bham.00001295
2025
Liu, Lixu (2025). Interactive Map of Hospitals with Confirmed RAAC in England . DOI: 10.25500/edata.bham.00001294
2025
Liu, Lixu (2025). UnpaywallPDFDownloader . DOI: 10.25500/edata.bham.00001292
2025
Liu, Lixu (2025). RAAC Documentation Timeline . DOI: 10.25500/edata.bham.00001291
2025
Liu, Lixu (2025). Risk Assessment Tool for RAAC Structures . DOI: 10.25500/edata.bham.00001290
2025
Liu, Lixu (2025). RAAC Panel Index Assessment Interface Design .
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Peer Review Activities

Automation in Construction (ISSN: 0926-5805)
Reviewed 2 manuscripts in 2025. Source: Elsevier Editorial.
Results in Engineering (ISSN: 2590-1230)
Reviewed 3 manuscripts in 2025. Source: Elsevier Editorial.
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Awards

2025
C-DICE Early Career Researchers Networking Sprint Sandpit Winning Team - Grant
Centre for Postdoctoral Development in Infrastructure, Cities & Energy (C-DICE)
2024
IDRIC Early Career Researcher Academy (ECRA) Sandpit Winning Team - Grant
Industrial Decarbonisation Research and Innovation Centre (IDRIC)
2018
Full PhD Scholarship
Doctoral College, Loughborough University
November 2014
Consolation Prize - "Yuan Ye Award"
The Asian Garden Association - International Landscape Architecture Competition
November 2014
Outstanding Design Award
The 4th International Landscape Planning & Design Competition
November 2014
Third Prize
The Third Environment Art Exhibition of Chinese Youth Designers
October 2014
Honorable Mention
The 10th Chinese Landscape Architecture Graduate Works Exhibition
May 2013
Honorable Mention
Shanghai Centre City Public Space Art Design Competition Pocket Square
March 2012
Honorable Mention
The Third Art and Design Exhibition of Chinese Colleges
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Certifications

May 2025
Developing Innovative Research Networks
Canvas Credentials (Badgr). Credential ID 6824ae4a95d6e66aed023428
February 2025
IBM AI Engineering Professional Certificate
IBM, Coursera. Credential ID 8G8QVDUOICHT
September 2024
Industry Consultancy
Canvas Credentials (Badgr). Credential ID 66f6c7dcfe2483317db713f6
April 2024
Google Project Management: Professional Certificate
Google Career Certificates. Credential ID CCDQEHDVENZL
March 2024
Financial Markets (with Honors)
Yale University, Coursera. Credential ID 5LBMFKUPWFKV
February 2024
Machine Learning Specialization
DeepLearning.AI, Stanford University, Coursera. Credential ID PSS5MNC6QHPF
March 2015
International Registered Professional of Qualification Certificate
International Landscape Design Industry Association. Credential ID C315010609
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Skills

For more tools and details, see Technical Skills .

Technical Skills
Machine Learning, AI Applications, Digital Infrastructure, Urban Planning Tools, Landscape Design Software
Research Skills
Urban Form Analysis, Green Infrastructure Planning, Sustainable Development, Digital Transformation
Professional Skills
Project Management, Design Thinking, Stakeholder Engagement, Academic Publishing, Research Methodology
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Portfolio

Updating. This section highlights my design work.