All Stories

  1. From lifecycle material tracking to urban-scale material stock modeling: A tool for building material assessment from low-LOD BIM models

    Article • Resources Conservation and Recycling, February 2026, Elsevier

    Rudi Stouffs

  2. Associations among park features, physical activities, and sensory perceptions from online reviews: A domain-specific named entity recognition model

    Article • Ecological Informatics, February 2026, Elsevier

    Rudi Stouffs

  3. A dual-aspect evaluation framework for architectural-like plan generation via pix2pix series algorithms

    Article • Frontiers of Architectural Research, December 2025, Elsevier

    Rudi Stouffs

  4. OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery

    Article • ISPRS Journal of Photogrammetry and Remote Sensing, December 2025, Elsevier

    Rudi Stouffs

  5. Drivers of day–night intra-surface urban heat island variations under local extreme heat: A case study of Singapore

    Article • Sustainable Cities and Society, December 2025, Elsevier

    Rudi Stouffs

  6. SE-VGAE: Unsupervised disentangled representation learning for interpretable architectural layout design graph generation

    Article • Building and Environment, October 2025, Elsevier

    Rudi Stouffs

  7. Living upon networks: A heterogeneous graph neural embedding integrating waterway and street systems for urban form understanding

    Article • Environment and Planning B Urban Analytics and City Science, July 2025, SAGE Publications

    Rudi Stouffs

  8. Assessing and optimizing cooling intensity of UGS via improved metrics: A study based on machine learning simulation model

    Article • Building and Environment, June 2025, Elsevier

    Rudi Stouffs

  9. Fine-grained local climate zone classification using graph networks: A building-centric approach

    Article • Building and Environment, June 2025, Elsevier

    Rudi Stouffs

  10. Simulating land surface temperature impacts of proposed land use and land cover plans using an integrated deep neural network approach

    Article • Energy and Buildings, April 2025, Elsevier

    Rudi Stouffs

  11. Parametric archetype: An incremental learning model based on a similarity measure for building material stock aggregation

    Article • Automation in Construction, April 2025, Elsevier

    Rudi Stouffs

  12. Exploring spatio-temporal heterogeneity of rural settlement patterns on carbon emission across more than 2800 Chinese counties using multiple supervised machine learning models

    Article • Journal of Environmental Management, January 2025, Elsevier

    Rudi Stouffs

  13. Sensing climate justice: A multi-hyper graph approach for classifying urban heat and flood vulnerability through street view imagery

    Article • Sustainable Cities and Society, January 2025, Elsevier

    Rudi Stouffs

  14. A Layered Graph Framework for Generative Architectural Design: Exploring DGMG and GraphGPT Models for Building Footprint Generation

    Article • January 2025, Springer Science + Business Media

    Rudi Stouffs

  15. Three Objectives for a Holistic Circular Economy Potential Assessment of Built Assets

    Article • January 2025, Curran Associates, Inc.

    Rudi Stouffs

  16. An integrated framework for jointly assessing spatiotemporal dynamics of surface urban heat island intensity and footprint: China, 2003–2020

    Article • Sustainable Cities and Society, October 2024, Elsevier

    Rudi Stouffs

  17. Simulation and prediction of daytime surface urban heat island intensity under multiple scenarios via fully connected neural network

    Article • Sustainable Cities and Society, October 2024, Elsevier

    Rudi Stouffs

  18. Augmenting materials passports to support disassembly planning based on building information modelling standards

    Article • Journal of Building Engineering, August 2024, Elsevier

    Rudi Stouffs

  19. Integrating SSPs and multi-model ensembles in exploring parameter relationships for vertical urban development using a 3D-UGM: A case study of Wuhan, China

    Article • Sustainable Cities and Society, August 2024, Elsevier

    Rudi Stouffs

  20. Mitigating operational greenhouse gas emissions in ageing residential buildings using an Urban Digital Twin dashboard

    Article • Energy and Buildings, August 2024, Elsevier

    Rudi Stouffs, Pradeep Alva

  21. Techniques and tools for integrating building material stock analysis and life cycle assessment at the urban scale: A systematic literature review

    Article • Building and Environment, August 2024, Elsevier

    Rudi Stouffs

  22. A data-driven agent-based model of occupants’ thermal comfort behaviors for the planning of district-scale flexible work arrangements

    Article • Building and Environment, June 2024, Elsevier

    Rudi Stouffs

  23. A predictive model for daylight performance based on multimodal generative adversarial networks at the early design stage

    Article • Energy and Buildings, February 2024, Elsevier

    Rudi Stouffs

  24. Using Smartwatch and WiFi Data to Plan Districts that Support People's Comfort

    Article • November 2023, ACM (Association for Computing Machinery)

    Rudi Stouffs, Martin Mosteiro Romero

  25. Urbanity: automated modelling and analysis of multidimensional networks in cities

    Article • npj Urban Sustainability, July 2023, Springer Science + Business Media

    Rudi Stouffs

  26. Topological Operations: A New Method Toward Retrievable Design Operations

    Article • January 2023, Springer Science + Business Media

    Rudi Stouffs

  27. Assessing and benchmarking 3D city models

    Article • International Journal of Geographical Information Science, November 2022, Taylor & Francis

    Rudi Stouffs

  28. Virtual 3D City Models

    Article • ISPRS International Journal of Geo-Information, April 2022, MDPI AG

    Rudi Stouffs

  29. A Multi-formalism Shape Grammar Interpreter

    Article • January 2022, Springer Science + Business Media

    Rudi Stouffs

  30. A modular graph transformation rule set for IFC‐to‐CityGML conversion

    Article • Transactions in GIS, January 2021, Wiley

    Rudi Stouffs

  31. Emerging topics in 3D GIS

    Article • Transactions in GIS, January 2021, Wiley

    Rudi Stouffs

  32. Harnessing the environment for socio-ecological encounters and knowledge spillovers: Lessons from the Greater one-north (GO) Creative city design explorations

    Article • The Evolving Scholar, January 2021, Delft University of Technology

    Rudi Stouffs

  33. Towards a Useful Grammar Implementation: Beginning to Learn What Designers Want

    Article • September 2020, Springer Science + Business Media

    Rudi Stouffs

  34. Tools for BIM-GIS Integration (IFC Georeferencing and Conversions): Results from the GeoBIM Benchmark 2019

    Article • ISPRS International Journal of Geo-Information, August 2020, MDPI AG

    Rudi Stouffs

  35. Tools for BIM-GIS Integration (IFC Georeferencing and Conversions): Results from the GeoBIM Benchmark 2019

    Article • July 2020, MDPI AG

    Rudi Stouffs

  36. Geospatial tool-chains: Planning support systems for organisational teams

    Article • International Journal of Architectural Computing, December 2019, SAGE Publications

    Pradeep Alva, Rudi Stouffs

  37. An algorithmic design grammar embedded with heuristics

    Article • Automation in Construction, June 2019, Elsevier

    Rudi Stouffs

  38. A uniform characterization of augmented shapes

    Article • Computer-Aided Design, May 2019, Elsevier

    Rudi Stouffs

  39. An algorithmic design grammar for problem solving

    Article • Automation in Construction, October 2018, Elsevier

    Rudi Stouffs

  40. Achieving Complete and Near-Lossless Conversion from IFC to CityGML

    Article • ISPRS International Journal of Geo-Information, August 2018, MDPI AG

    Rudi Stouffs

  41. Implementation issues of parallel shape grammars

    Article • Artificial intelligence for engineering design analysis and manufacturing, May 2018, Cambridge University Press

    Rudi Stouffs

  42. Algorithmic complexity of shape grammar implementation

    Article • Artificial intelligence for engineering design analysis and manufacturing, May 2018, Cambridge University Press

    Thomas Wortmann, Rudi Stouffs

  43. On the calculus of risk in construction projects: Contradictory theories and a rationalized approach

    Article • Safety Science, January 2018, Elsevier

    Rudi Stouffs

  44. Description grammars: A general notation

    Article • Environment and Planning B Urban Analytics and City Science, September 2016, SAGE Publications

    Rudi Stouffs

  45. Description grammars: Precedents revisited

    Article • Environment and Planning B Urban Analytics and City Science, September 2016, SAGE Publications

    Rudi Stouffs

  46. Construction safety risk drivers: A BIM approach

    Article • Safety Science, February 2016, Elsevier

    Rudi Stouffs

  47. Generative and evolutionary design exploration

    Article • Artificial intelligence for engineering design analysis and manufacturing, October 2015, Cambridge University Press

    Rudi Stouffs

  48. Typological Descriptions as Generative Guides for Historical Architecture

    Article • Nexus Network Journal, August 2015, Springer Science + Business Media

    Rudi Stouffs

  49. Exploring cellular automata for high density residential building form generation

    Article • Automation in Construction, January 2015, Elsevier

    Rudi Stouffs

  50. Custom Digital Workflows with User-Defined Data Transformations Via Property Graphs

    Article • January 2015, Springer Science + Business Media

    Rudi Stouffs

  51. Sortal Grammars for Urban Design

    Article • November 2014, Springer Science + Business Media

    Rudi Stouffs

  52. AI EDAM Special Issue, November 2015, Vol. 29, No. 4

    Article • Artificial intelligence for engineering design analysis and manufacturing, September 2014, Cambridge University Press

    Rudi Stouffs

  53. AI EDAM Special Issue, November 2015, Vol. 29, No. 4

    Article • Artificial intelligence for engineering design analysis and manufacturing, July 2014, Cambridge University Press

    Rudi Stouffs

  54. Evaluation of reference modeling for building performance assessment

    Article • Automation in Construction, April 2014, Elsevier

    Rudi Stouffs

  55. Method for Energy Performance Integration in Corporate Public Real Estate Management

    Article • Journal of Performance of Constructed Facilities, April 2014, American Society of Civil Engineers (ASCE)

    Rudi Stouffs

  56. Editorial

    Article • International Journal of Architectural Computing, March 2014, SAGE Publications

    Rudi Stouffs

  57. Custom Digital Workflows: A New Framework for Design Analysis Integration

    Article • International Journal of Architectural Computing, December 2012, SAGE Publications

    Rudi Stouffs

  58. Performative skins for passive climatic comfort

    Article • Automation in Construction, March 2012, Elsevier

    Rudi Stouffs

  59. Sortal Grammars for Urban Design: A Sortal Approach to Urban Data Modeling and Generation

    Article • January 2012, Springer Science + Business Media

    Rudi Stouffs

  60. Designing with urban induction patterns: a methodological approach

    Article • Environment and Planning B Planning and Design, January 2012, SAGE Publications

    Rudi Stouffs

  61. Digital Urban Modeling and Simulation

    Article • January 2012, Springer Science + Business Media

    Rudi Stouffs

  62. Design explorations of performance driven geometry in architectural design using parametric modeling and genetic algorithms

    Article • Advanced Engineering Informatics, October 2011, Elsevier

    Rudi Stouffs

  63. Creating Specific Grammars with Generic Grammars: Towards Flexible Urban Design

    Article • Nexus Network Journal, February 2011, Springer Science + Business Media

    Rudi Stouffs

  64. Modeling and visualization of lifecycle building performance assessment

    Article • Advanced Engineering Informatics, October 2009, Elsevier

    Rudi Stouffs

  65. Chapter 7: A Vector Representation for Polyhedra

    Article • July 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Rudi Stouffs

  66. Constructing design representations using a sortal approach

    Article • Advanced Engineering Informatics, January 2008, Elsevier

    Rudi Stouffs

  67. Sortal Structures: Supporting Representational Flexibility for Building Domain Processes

    Article • Computer-Aided Civil and Infrastructure Engineering, February 2007, Wiley

    Rudi Stouffs

  68. Design spaces: The explicit representation of spaces of alternatives

    Article • Artificial intelligence for engineering design analysis and manufacturing, March 2006, Cambridge University Press

    Rudi Stouffs

  69. Constructing Design Representations

    Article • January 2006, Springer Science + Business Media

    Rudi Stouffs

  70. Algorithms for classifying and constructing the boundary of a shape

    Article • J of Design Research, January 2006, Inderscience Publishers

    Rudi Stouffs

  71. The boundary of a shape and its classification

    Article • J of Design Research, January 2004, Inderscience Publishers

    Rudi Stouffs

  72. Data Views, Data Recognition, Design Queries and Design Rules

    Article • January 2004, Springer Science + Business Media

    Rudi Stouffs

  73. Document decomposition by content as a means for structuring building project information

    Article • Construction Innovation, December 2002, SAGE Publications

    Rudi Stouffs

  74. Representational Flexibility for Design

    Article • January 2002, Springer Science + Business Media

    Rudi Stouffs

  75. Document decomposition by content as a means for structuring building project information

    Article • Construction Innovation, January 2002, Emerald

    Rudi Stouffs

  76. Visualizing information structures and its impact on project teams: an information architecture for the virtual AEC company

    Article • Building Research & Information, May 2001, Taylor & Francis

    Rudi Stouffs

  77. On the road to standardization

    Article • January 2001, Springer Science + Business Media

    Rudi Stouffs

  78. (Re)presentation of architectural analyses

    Article • January 2001, Springer Science + Business Media

    Rudi Stouffs

  79. Supports for Information and Communication in a Collaborative Building Project

    Article • January 1998, Springer Science + Business Media

    Rudi Stouffs

  80. Sorts: A Concept for Representational Flexibility

    Article • January 1997, Springer Science + Business Media

    Rudi Stouffs

  81. Spatial change: continuity, reversibility, and emergent shapes

    Article • Environment and Planning B Planning and Design, January 1997, SAGE Publications

    Rudi Stouffs

  82. A behavioral language for motion planning in building construction

    Article • Automation in Construction, January 1995, Elsevier

    Rudi Stouffs

  83. Construction process simulation with rule-based robot path planning

    Article • Automation in Construction, May 1994, Elsevier

    Rudi Stouffs