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Housing Market in Digital Twin for What-if? Analysis (TRS3 4.1)

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Housing Market in Digital Twin for What-if? Analysis (TRS3 4.1)

Cluster:	Housing and Migration (3.2)
Theme:	Place and Infrastructure (TRS3)
StatusStatut:	Active
Start DateDate de début:	2023-11-15
End DateDate de fin:	2030-04-01
Project Leader
Farooq, Bilal

Team Members

Aperçu de Project Overview

Summary

This project examines the connections between migrant housing needs, spatial dynamics, social infrastructure, and housing supply to develop prediction models for housing supply and demand-related behaviours.

Outputs

Title	Category	Date	Authors
Invited Keynote Speaker – City in Motion: Two Decades of Transportation Evolution in the GTA Toronto Metropolitan University	Award	2025-06-15	Farooq, B.
Fall 2024 Retreat of TMU BF Toronto Metropolitan University	Conference	2024-10-10	Farooq, B.
The 8th International Conference on Interdisciplinary Urban Studies	Conference	2025-09-30	Lina Waqfi, Farooq, B., Patterson, Z.
Bridging Divides in Mobility: Migration, Behavioural Change, and Sustainable Futures Toronto Metropolitan University	Conference	2025-12-01	Farooq, B.
Immigrant’s choice behaviour	Conference	2025-02-16	Farooq, B.
Towards Deep Reinforcement Learning-based Labour Market Dynamics for Integrated Transportation and Land Use Systems	Conference	2025-10-06	Lina Waqfi
Innovative Approaches to Transportation Data Analysis and Intelligent Mobility Systems Concordia University	Grant	2023-04-01	Patterson, Z.
The Residential Location Choice of Immigrants: A Systematic Review and Future Directions	Publication	2025-10-20	Lina Waqfi, Farooq, B., Patterson, Z., Mollajafari, M.
3rd Workshop on Urban Systems Research Toronto Metropolitan University	Event	2024-10-04	Farooq, B.
Zone level System Dynamics Model for Urban Transportation: Calibration and Multi-Year Validation Toronto Metropolitan University	Event	2025-10-06	Fischer, N.

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