International Conference on

Machine Learning in Architecture (ICMLA-26)

Conference Date

3rd Oct - 4th Oct 2026

Conference Venue

Stratford, Canada

Conference Mode

Hybrid Conference
Proudly organized by:- Science Leagues

"Join global experts in Machine Learning in Architecture"

Registration Options

View all registration categories and choose the best fit.

Conference Programme

Tentative Conference Agenda

Explore the proposed two-day programme developed around the conference Session Tracks and aligned United Nations Sustainable Development Goals.

Conference Format Hybrid Conference In-person and virtual participation
Programme 2 Days 3–4 October 2026
Academic Scope 11 Tracks Conference Session Tracks
Research Scope 20 Areas Call for Papers themes
SDG Alignment 4 SDGs SDGs 4, 7, 9 and 11
Tentative Agenda & Timings

Session timings, sequence, track grouping and allocations are tentative and subject to change. Final timings will be confirmed closer to the conference. All timings follow the local time of the conference location.

Day 01

Opening, Keynote & Technical Sessions

3 OCT 2026 HYBRID
  1. 09:00 AM 09:30 AM

    Registration, Welcome Kit Collection & Virtual Check-in

    Participant arrival, credential verification and virtual lobby access.

    HYBRID
  2. 09:30 AM 09:45 AM

    Networking Tea & Digital Welcome

    Informal networking for on-site and virtual participants.

    HYBRID
  3. 09:45 AM 10:30 AM

    Welcome Address, Opening Plenary & Keynote Presentation I

    Opening of the conference and introduction to its research focus.

    PLENARY
  4. 10:30 AM 12:30 PM

    Concurrent Technical Session I

    3 TRACKS
    Track 01
    Machine Learning Applications in Architectural Design
    911
    Track Overview

    This track focuses on the integration of machine learning techniques in architectural design processes. It explores innovative applications that enhance creativity and efficiency in design workflows.

    Track 02
    Data-Driven Urban Design
    11
    Track Overview

    This session examines the role of data science and machine learning in shaping urban environments. Participants will discuss methodologies for leveraging data to inform sustainable and responsive urban planning.

    Track 03
    Artificial Intelligence in Construction Management
    911
    Track Overview

    This track investigates the application of artificial intelligence in construction project management. It highlights tools and techniques that improve decision-making and resource allocation in construction processes.

  5. 12:30 PM 01:30 PM

    Lunch & Networking Break

    Refreshment interval and networking opportunity.

    BREAK
  6. 01:30 PM 03:30 PM

    Concurrent Technical Session II

    3 TRACKS
    Track 04
    Responsive Architecture through Machine Learning
    11
    Track Overview

    This session delves into the development of responsive architectural systems powered by machine learning. It emphasizes adaptive design strategies that respond to environmental and user inputs.

    Track 05
    Machine Learning for Interior Space Optimization
    11
    Track Overview

    This track explores the use of machine learning algorithms to optimize interior design and space utilization. Discussions will include case studies and innovative approaches to enhancing user experience.

    Track 06
    Robotics and Automation in Architectural Practices
    911
    Track Overview

    This session highlights the intersection of robotics and machine learning in architecture. It focuses on automated construction processes and the role of robotics in enhancing architectural creativity.

  7. 03:30 PM 04:00 PM

    Interactive Q&A, Day 1 Summary & Group Photo

    Closing interaction and key takeaways from the first day.

    CLOSING
Day 02

Keynote, Technical Sessions & Awards

4 OCT 2026 HYBRID
  1. 09:00 AM 09:15 AM

    Participant Check-in & Day 2 Welcome

    On-site attendance confirmation and virtual lobby access.

    HYBRID
  2. 09:15 AM 10:00 AM

    Keynote Presentation II

    Expert address on the future of the conference research domain.

    PLENARY
  3. 10:00 AM 12:00 PM

    Concurrent Technical Session III

    3 TRACKS
    Track 07
    Deep Learning Techniques in Architectural Visualization
    9
    Track Overview

    This track examines the application of deep learning for architectural visualization and rendering. It covers advancements in image processing and generation techniques that enhance architectural presentations.

    Track 08
    Machine Learning for Environmental Sustainability in Architecture
    711
    Track Overview

    This session investigates how machine learning can contribute to sustainable architectural practices. Topics include energy efficiency, resource management, and environmental impact assessments.

    Track 09
    Cognitive Modeling in Architectural Design
    4
    Track Overview

    This track focuses on cognitive modeling approaches that inform architectural design processes. It explores how understanding human cognition can enhance user-centered design.

  4. 12:00 PM 01:00 PM

    Lunch & Networking Break

    Refreshment interval and professional networking.

    BREAK
  5. 01:00 PM 03:00 PM

    Concurrent Technical Session IV

    2 TRACKS
    Track 10
    Multi-Agent Systems in Urban Planning
    11
    Track Overview

    This session discusses the application of multi-agent learning systems in urban planning scenarios. It emphasizes collaborative decision-making and the simulation of urban dynamics.

    Track 11
    Knowledge Discovery in Architectural Databases
    9
    Track Overview

    This track explores techniques for knowledge discovery and data mining in architectural databases. It aims to uncover insights that can inform design practices and architectural research.

  6. 03:00 PM 03:30 PM

    Publications, Best Paper & Best Presentation Awards

    Publication guidance and recognition of outstanding research contributions.

    AWARDS
  7. 03:30 PM 04:00 PM

    Valedictory Session, Closing Remarks & Group Photo

    Conference summary, acknowledgements and formal conclusion.

    CLOSING
Aligned SDGs
4 Quality Education 7 Affordable and Clean Energy 9 Industry, Innovation and Infrastructure 11 Sustainable Cities and Communities

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