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Leila Pasandi

University of Northumbria at Newcastle

Pandon Building

208, City Campus East-1

Newcastle-Upon-Tyne, Newcastle NE1 8ST

United Kingdom

  • University of Northumbria at Newcastle

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    • Tel: 074861258485
SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Quantifying Urban Microclimate Feedback on Building Energy Use Using a Coupled Simulation Workflow

Number of pages: 49 Posted: 16 Jun 2025
Leila Pasandi, Zi Qian and Wai Lok Woo
University of Northumbria at Newcastle, Northumbria University - Department of Mechanical and Construction Engineering and Northumbria University
Downloads 66 (970,490)

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Dynamic Interaction, Heat Exchange, Urban energy Modeling, Two-Way Coupling, energy consumption, building energy performance

2.

Physics-Informed Benchmarking of Multi-horizon Building Energy Forecasting Models to 2050: TFT, LSTM, XGBoost, and TimesFM under Urban Microclimate Forcing

Number of pages: 79 Posted: 20 May 2026
Leila Pasandi, Zi Qian and Wai Lok Woo
University of Northumbria at Newcastle, Northumbria University - Department of Mechanical and Construction Engineering and Northumbria University
Downloads 16 (1,541,665)

Abstract:

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Building Energy Forecasting, Urban Microclimate, Two-Way Coupling, Long-Horizon Prediction, Transformer Model, Climate change