Crit Week Survival Pass: Save 20% on Pro Yearly plan with code CRITWEEK. Ends in → 02:10:40Ends in → 02:10:40

PAACADEMY
Sign In
PAACADEMY
BundlesMembershipBusiness
Become ProSign In
Loading

PA.ACADEMY

Online EdTech platform · Est. 2016

Shaping the next generation of designers, architects, and makers through computational tools and immersive education.

Reach out

[email protected]

Platform

CoursesMembershipsBundlesProjectsInstructorsSoftwaresBoardsBlogFree coursesEarnCertificatesReviews

Company

AboutBusinessBecome an InstructorContactFAQSupportChangelogWe're Hiring

© 2026 PAACADEMY. All rights reserved.

Privacy PolicyCookie Policy
Loading bundle
CoursesArchitectural DesignThe Diffusion Architect 2.0
Full Access Workshop Jan 18 & 19, 2025 8 Hours 1,110 views
Add to favorites (33)Buy as gift
Share link

The Diffusion Architect 2.0

The Diffusion Architect 2.0 empowers participants to use advanced AI models like SDXL and Flux to transform architectural design and unlock creativity.

OverviewCourse contentImportant notesGalleryInstructorsReviews
Ismail Seleit
Verified Account

4 courses·5.0

Stable Diffusion
ControlNet
ComfyUI
Stable Diffusion
ControlNet
ComfyUI

About this workshop

In this workshop, we will go through all the needed knowledge to enable you to harness the power of AI image diffusion models for practical architecture design workflows. After completing this workshop, you will be able to use these models as design assistants that can add quality to your project narratives and help you come up with fresh ideas through all stages of design. We will be going through the basics of how these models were trained, how they function, and how to use them either locally on your machine or on a web service. Then, we will be focusing more on advanced workflows and combinations of models that could specifically enhance architecture design processes so you can use them in your day-to-day tasks as an architect. 

The workshop will involve two of the best state-of-the-art models: SDXL and Flux, where we will be explaining the best use cases for each. It will involve an array of User Interfaces to run them, like Automatic1111, ComfyUI, Fooocus, and more. We will be combining these models with ControlNets and custom-trained LoRA models to guide toward specific compositions and aesthetics.

After attending this workshop, you will be able to create and share your own custom workflows. We will be touching on many subjects such as text to image, image to image, Rhino to image, Revit to image, Enscape to image, In-context generation, image referencing, regional conditioning, inpainting, upscaling, and more. This will be the complete package for you to start designing with AI diffusion models.

What you will learn

  • 01

    Understand the fundamentals of AI diffusion models and their role in architectural design workflows.

  • 02

    Learn to use SDXL and Flux models effectively for high-quality and innovative design outputs.

  • 03

    Master tools like Automatic1111, ComfyUI, and Fooocus for running AI-powered workflows.

  • 04

    Explore advanced techniques such as ControlNets, LoRA models, inpainting, and upscaling.

  • 05

    Build and implement custom AI workflows tailored to your architectural projects.

Methodology

This workshop adopts a hands-on, practical approach to mastering AI diffusion models for architectural design. Starting with a deep dive into foundational concepts, including how these models are trained. Participants will then explore advanced tools like Automatic1111, ComfyUI, and Fooocus to run these models effectively.

Building on this foundation, the workshop will focus on combining state-of-the-art models like SDXL and Flux with advanced techniques such as ControlNets and LoRA models. You will engage in practical exercises to apply workflows like text-to-image, image referencing, Rhino-to-image, and in-context generation alongside advanced methods like inpainting and upscaling.

By the end, you’ll create custom workflows designed to enhance creativity and efficiency in your architectural projects.

Knowledge Requirements

What you should already know or have ready before you start, experience, tools, and any baseline skills the instructors expect. Scan the list below so nothing catches you off guard.

  • ComfyUI Installation guide
  • ForgeUI Installation guide
  • Stable Diffusion and ControlNet (How to install SD and ControlNet). Alternatively, participants can use Stable Diffusion on a server relying on RunDiffusion, a platform focused on the Stable Diffusion model. RunDiffusion charges based on server rental time and the number of models used (it supports ControlNet).
 

Course Content

13 Lessons

Important Notes

  • 01
    Software Installation is NOT a part of the workshop. Participants must have all the software installed before starting the workshop.

Course gallery

Highlight gallery

Extra Images

Software & tools

Stable DiffusionControlNetComfyUI

Student projects

sdxl and flux testing

@Oleg

The Diffusion Architect 2.0
Project

sdxl and flux testing

Sep 2, 2025

About this work

sdxl and flux testing

ComfyUI
Oleg KauzThe Diffusion Architect 2.0
View project→

Instructors

Ismail Seleit
Ismail Seleit
4 Courses5.0

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.

Add to favorites (33)Buy as gift
Share link

Reviews

Purchase or enroll in this course to leave a review.
5.0avg·8 Reviews
8 Comments
Dunja Predic
Dunja Predic

Great course, well explained!

Dec 30, 2025
Chiemeka Ejiochi
Chiemeka Ejiochi

excellent

Dec 24, 2025
Oleg Kauz
Oleg Kauz

nice! good tutors! i would prefer teams instead of zoom

Sep 2, 2025
Kaloyan Valkanov
Kaloyan Valkanov

Insightful session

Jul 4, 2025
Alex
Alex

I learned a lot. Ismail is a great instructor!!

Jun 3, 2025
Hasanain Alobaidi
Hasanain Alobaidi

The lessons were well-structured, with practical examples that made it easy to apply in my work

Mar 24, 2025
Asifa
Asifa

Good Session

Feb 2, 2025
Asifa
Asifa

Very informative and insightful sessions. Thank you for the sessions. Look forward for more intreactions in future.

Jan 22, 2025
    5 / 5Course rating
    Jan 18 & 19, 2025Course dates
    50 SeatsAvailable seats
    13 LessonsTotal content
    CertificateUpon completion
    All levelsDifficulty
    8 HoursTotal duration
    14:00 - 18:00Session hours
    Saturday · SundaySchedule
    LifetimeAccess