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CoursesArchitectural DesignNeural Architecture: AI-Powered Form-Building
Full Access Workshop Apr 19 & 20, 2025 8 Hours
Add to favorites (22)

Neural Architecture: AI-Powered Form-Building

This workshop focuses on using 3D generative AI to create architectural designs through hands-on exercises.

George Guida
Verified Account

2 courses·4.0

Rhinoceros 3D
Blender
Runway ML
xFigura AI
Google Collab
Rhinoceros 3D
Blender
Runway ML
xFigura AI
Google Collab

About Neural Architecture: AI-Powered Form-Building

Generative AI is not just another tool in the architectural designer’s toolkit. It’s a transformative force that shapes how ideas are conceived, developed, and realized. This workshop delves into 3D generative AI, showcasing its potential to unlock innovative, creative workflows in a multimodal, AI-aided process that empowers designers with greater control over their inputs and enhanced creative agency.

In this Neural Architecture workshop, you will dive into the latest developments in 3D generative AI through hands-on sessions. This will include a combination of text-to-image, video-to-video, and 3D generative models to create conceptual architectural designs. Using Google Colab notebooks and accessible web-based platforms, you will explore Gaussian splats, a method for reconstructing 3D forms from sparse image data and multiview diffusion models. With these, you will have control over creating forms and 3D spaces through image or text inputs. This workshop equips you with the skills to integrate these emerging tools into your creative practices. 

Join George Guida, a leading voice in architecture and AI, for an in-depth exploration of innovative 3D workflows. By the end of the workshop - whether you’re new to AI or looking to deepen your expertise, you’ll have a solid grasp of integrating these emerging tools into your own creative workflows, bridging the gap between traditional and ai-aided workflows.

What you will learn
  • 01

    AI's Impact on Architecture: Gain foundational knowledge of how AI is transforming the architectural profession and creative workflows.

  • 02

    3D Machine Learning Workflows: Understand and apply workflows that incorporate advanced AI techniques for architectural design.

  • 03

    Generative AI Tools: Master essential tools for text-to-image generation, 3D reconstruction, and video-to-video design processes.

  • 04

    Tool Integration: Learn best practices for combining open-source and web-based AI tools to optimize your workflows.

  • 05

    Refining AI Concepts: Develop skills to refine concepts into AI-aided creative architectural forms.

  • 06

    Future Roles of Architects: Explore emerging opportunities and roles for architects in an AI-driven design era.

Methodology

This workshop focuses on architectural ideation and visualization at the individual building scale. Participants will explore diverse typologies, including residential, cultural, and pavilion structures while leveraging cutting-edge tools like xFigura, Google Colab, and Blender. The software suite combines open-source tools and web-based tools, ensuring accessibility while delving into the latest research on 3D workflows, including text-to-image, image-to-3D, and video-to-video transformations.

Participants will engage in hands-on activities, working individually on their projects while applying the following workflows:

  • Text-to-Image & Image-to-Image Generation: Leverage tools like xFigura and Google Colab to design a building typology of your choice using FLUX image generation models.
  • 3D Form Creation: Use 3D multiview diffusion models to generate architectural forms.
  • Video-to-Video Editing: Refine and iterate architectural designs with platforms such as Runway ML or Sora, enabling dynamic transformations.
  • Gaussian Splats & 3D Reconstruction: Utilize tools like Luma.ai and Blender to convert generative designs into detailed 3D models ready for visualization and presentation.

The course combines introductory technical foundations with creative applications, ensuring participants can immediately implement what they have learned in their projects.

Course Content
10 Lessons
Important Notes
  • 01
    xFigura.ai credits will be provided for live attendees.
  • 02
    Please ensure you have all the software installed before the workshop starts. Software installation is NOT a part of the workshop.
Screenshots
Software & tools
Rhinoceros 3DBlenderRunway MLxFigura AIGoogle Collab
Highlights
Instructors
George Guida
George Guida
2 Courses4.0
George Guida is the co-founder of xFigura and a partner at ArchiTAG, where he leads innovative architectural designs and applied AI research. A recognized leader in AI for architecture, he has lectured and conducted workshops internationally. As an ARB architect and LEED AP, with professional experience at Foster + Partners and the MIT Media Lab, and teaching roles at Harvard GSD and Wentworth, George combines practical expertise with an academic approach to his teaching.

Neural Architecture: AI-Powered Form-Building FAQ

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Add to favorites (22)
Reviews
Purchase or enroll in this course to leave a review.
5.0avg·6 Reviews
6 Comments
Student edcH3
Student edcH3

What a great workshop

Oct 24, 2025
Ola Zajko
Ola Zajko

Vwry Nice and comprehensive

Aug 8, 2025
Thiago Costa
Thiago Costa

George´s knowledge is impressive. The workshop exceeded all my expectations. Incredible course.

Jun 12, 2025
Ankoor
Ankoor

Very informative session.

May 7, 2025
P&P
P&P

This course is a well informed introduction to the world of AI and beyond, aimed at architects and designers in general!...also, George is probably the best person to take you through the secrets of AI!

Apr 24, 2025
Sebastian Antony
Sebastian Antony

George compressed the content of a full semester's course into a two-day jam-packed workshop. It exceeded every expectation, and despite this being my 21st course with PA, he introduced me to so much new material. Highly recommended, well worth the money

Apr 20, 2025
    Included in a bundle

    April 2025 Workshops Bundle

    Monthly-40%
    €335.00€555.00
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