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CoursesArchitectural DesignThe Diffusion Architect: Stable Diffusion for Practical Workflows
Jul 27-28, 202411 lessonsBeginner
Architectural DesignFREE with Full AccessWorkshopJul 27-28, 2024Beginner11 lessons8h 23mAI Concept DesignAI Rendering

The Diffusion Architect: Stable Diffusion for Practical Workflows

The Diffusion Architect teaches practical AI tools for architectural design, covering fundamentals, prompting, and custom workflows.

Learn from Ismail Seleit
FREE with Full Access

Instructor

Ismail Seleit4 courses

  • Jul. 27-28, 202415:00 - 19:00 (GMT)
  • 8 Hours 23 MinTotal duration
  • Lifetime accessRewatch anytime
  • BeginnerLevel
  • 50 seatsClass size
  • EnglishLanguage
  • EnglishSubtitles
  • 11 LessonsLessons
  • CertificateIncluded
  • Course filesDownloadable

This workshop’s main objective is to take you from zero to hero for the practical use of AI tools in the architecture design workflow. These skills are a must-have in this ever-changing landscape of the creative industry and will help you focus more on what is essential while designing. The workshop will revolve around image diffusion models and go through crucial elements and definitions necessary to get value out of these models.The focus will be on open-source Stable Diffusion combined with one of the most important extensions for practical use, ControlNet. We will cover the basics and progress through advanced workflows tailored to specific design goals. The participants will leave the workshop able to design their project-specific workflows and tackle design problems using AI as actual design assistants.

  • 01

    Understand the fundamental principles of Stable Diffusion and its application in architectural design.

  • 02

    Learn effective prompting strategies and advanced techniques for generating architectural designs.

  • 03

    Gain proficiency in using ControlNet for enhanced precision in design workflows.

  • 04

    Be capable of creating custom workflows tailored to specific design objectives.

  • 05

    Utilize AI tools as design assistants to streamline the design process and boost creativity.

  • 06

    Have access to workshop materials and exercises post-completion for further experimentation and development.

ComfyUIStable Diffusion

How the 2 days are spent, session by session.

Day 1 Program

Saturday · Jul 27, 2024

Stable Diffusion Workshop (4 Hours)

Session 1: Understanding Stable Diffusion Fundamentals (1.5 Hours)

  • Introduction to Stable Diffusion in Architectural Design
  • Fundamental Definitions and Theories
  • Overview of Automatic1111 Settings
  • Hands-on Practice: Navigating and Configuring Basic Settings
  • Q&A and Interactive Discussions

Session 2: Effective Prompting Strategies and Advanced Techniques (1.5 Hours)

  • Crafting Compelling Prompts for Architectural Designs
  • Industry Best Practices in Prompting
  • Exploring Advanced Features in SD 1.5
  • Leveraging SDXL for Enhanced Architectural Designs
  • Practical Application: Integrating Advanced Techniques into Designs

Session 3: Introduction to ControlNet Extension and Closing (1 Hour)

  • Overview of ControlNet and Its Role in Architectural Design
  • Integrating ControlNet for Precision Control
  • Workshop Participants’ Prompting Exercises and Feedback
  • Closing Remarks, Q&A, and Next Steps

Day 2 Program

Sunday · Jul 28, 2024

Duration 4 Hours

Session 1: Understanding Early Concept Stage Iterations (1 Hour)

  • Introduction to Workshop Objectives and Agenda
  • Overview of Early Concept Stage Iterations in Architectural Design
  • Fundamentals of Stable Diffusion for Early-Stage Design
  • Practical Case Study: Generating Design Solutions with Basic Building
  • Massing

Session 2: Advanced Techniques with Stable Diffusion and ControlNet (1 Hour)

  • Exploring Advanced Techniques for Iterative Design
  • Introduction to ControlNet Extension and Its Role in Architectural Iterations
  • Hands-On Exercise: Combining ControlNet Models for Precision Control
  • Application of Reference Images in Driving Iterations Using IPAdapters

Session 3: Custom Workflow Creation and Real-world Application (1 Hour)

  • Overview of ComfyUI and Custom Workflow Creation
  • Practical Exercise: Creating Custom Workflows for Iterative Design
  • Application to Real-World Projects: Case Studies and Examples
  • Easily Save and Share Workflows Amongst Your Practice

Session 4: Refinement and Innovation in Architectural Design (45 Minutes)

  • Strategies for Refining Design Solutions and Iterative Techniques
  • Leveraging Custom-Trained Models for Architecture Design
  • Cultivating Adaptive Design Approaches and Pushing Creative Boundaries
  • Workshop Conclusion: Recap and Closing Remarks

 

The workshop consists of two-day structured exercises, progressively building participants’ knowledge of basic principles to advanced techniques. We will start with theoretical foundations and hands-on practice, ensuring participants can navigate and configure Stable Diffusion settings.

The sessions will cover effective prompting strategies, ControlNet integration, and custom workflow creation. Each exercise will be followed by a collective assessment of the outputs, enabling participants to refine their techniques. This immersive approach ensures that participants can directly apply their knowledge to architectural design projects.

In The Diffusion Architect workshop, we will explore the practical application of Stable Diffusion in the architecture design workflow. We will introduce the technology and fundamental concepts, followed by hands-on practice configuring and navigating Stable Diffusion settings.

The workshop will then delve into effective prompting strategies, the use of advanced features, and the integration of the ControlNet extension for precision control. By the end of the workshop, participants will have the skills to create custom workflows for their specific design goals and apply AI tools effectively in their projects.

11 Lessons8h 23m

  • 01
    Press here for a detailed list of all the software/Plug-ins needed.

Ala Irshaid

Ala Irshaid

@a-irshaid

The Diffusion Architect: Stable Diffusion for Practical Workflows
Project

Ala Irshaid

Aug 9, 2024

About this work

Amazing works by our student Ala Irshaid developed during the “The Diffusion Architect: Stable Diffusion for Practical Workflows” workshop led by Is...

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ALA IRSHAID
ALA IRSHAIDThe Diffusion Architect: Stable Diffusion for Practical Workflows
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Instructor

Ismail Seleit

View profile
4.0instructor rating4courses

Ismail Seleit is a distinguished architect at Foster + Partners, renowned for his expertise in computational design and BIM (Building Information Modeling). His work encompasses various projects, from design competitions to complex building realizations. Ismail is dedicated to integrating advanced AI tools, such as Stable Diffusion and ControlNet, into architectural workflows, pushing the boundaries of design innovation. Beyond architecture, he is an accomplished ambient-electronic music producer, creating soundtracks for architectural films and various independent projects, showcasing his multifaceted creativity and technical skills.

4.8·88
4.8avg·8 Ratings
8 Reviews
Vinícius VitorianoAug 2, 20264.0out of 5

A useful introduction to the fundamentals of ControlNet.

Chiemeka EjiochiDec 19, 20255.0out of 5

Great course!

Tudor CosmatuSep 15, 20255.0out of 5

What a great and fun workshop this was. Ismail took us on a great journey, thank you for that!

AL Sayed LotfyMay 3, 20254.0out of 5

The course was fantastic; I believe the coming days will bring huge updates, but it will depend largely on experimentation as much as it will rely on precise technical inputs, especially ControlNet. Thanks

Riccardo MameliApr 18, 20255.0out of 5

Very nice and engaging course

maystudio.plJan 31, 20255.0out of 5

loved the workshop

SALAHDINZDec 28, 20245.0out of 5

one of the best!

AmirDec 20, 20245.0out of 5

Excelent experience! what amazing explanations. I think Ismail is one of the best in the industry.

Vinícius Vitoriano
Vinícius Vitoriano
Aug 2, 2026

A useful introduction to the fundamentals of ControlNet.

Chiemeka Ejiochi
Chiemeka Ejiochi
Dec 19, 2025

Great course!

Tudor Cosmatu
Tudor Cosmatu
Sep 15, 2025

What a great and fun workshop this was. Ismail took us on a great journey, thank you for that!

AL Sayed Lotfy
AL Sayed Lotfy
May 3, 2025

The course was fantastic; I believe the coming days will bring huge updates, but it will depend largely on experimentation as much as it will rely on precise technical inputs, especially ControlNet. Thanks

Riccardo Mameli
Riccardo Mameli
Apr 18, 2025

Very nice and engaging course

maystudio.pl
maystudio.pl
Jan 31, 2025

loved the workshop

SALAHDINZ
SALAHDINZ
Dec 28, 2024

one of the best!

Amir
Amir
Dec 20, 2024

Excelent experience! what amazing explanations. I think Ismail is one of the best in the industry.

  • 01Taking Control 4.0: ControlNet x ComfyUI in ArchitectureCarlos Bañón€175.00
  • 02AI Conceptual Architecture 4.0Hassan Ragab€119.00
  • 03Parametric IntelligenceTim Fu€300.00
  • 04AI-Driven Design PracticeCas Esbach€35.00
  • 05PixelSpace: Intro to 3D Generative AIDaniel Escobar€105.00
  • 06Combinational Creativity using Generative AIArturo Tedeschi€150.00
  • Taking Control 4.0: ControlNet x ComfyUI in ArchitectureCarlos BañónAdvanced8 lessons2 Sessions (10 Hours)€175.00€250.00
  • AI Conceptual Architecture 4.0Hassan RagabAdvanced9 lessons8 Hours€119.00€140.00
  • Parametric IntelligenceTim FuIntermediate14 lessons4 Sessions (16 Hours)€300.00€400.00
  • AI-Driven Design PracticeCas EsbachIntermediate3 lessons1 Session (5 Hours)€35.00€50.00
  • PixelSpace: Intro to 3D Generative AIDaniel EscobarBeginner13 lessons8 Hours€105.00€125.00
  • Combinational Creativity using Generative AIArturo TedeschiBeginner7 lessons2 Sessions (8 Hours)€150.00€200.00
Save €28.50

One-time payment

€161.50€190.00

Pay less with membership

Pro Membership€129.20Save €32.30 on this courseFull Access€0.00Plus every other course
InstructorIsmail Seleit
Regular Price
Save €28.50
€161.50€190.00
Pay less with membership
Pro Membership€129.20Save €32.30 on this courseFull Access€0.00Plus every other course