Ali Ghahramani

National University of Singapore — Singapore

Engineering · Physical Sciences

35h-index5.0kcitations130works2.12yr avg
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Research Topics

Building Energy and Comfort Optimization(52), Urban Heat Island Mitigation(18), Wind and Air Flow Studies(15), Infection Control and Ventilation(14), Smart Grid Energy Management(9)

Publications130 total

Limitations of widely used machine learning algorithms for modeling personal thermal preferences
Energy and Buildings·2025
Smartphone-based Ultrawide Band Localization with Digital Twin Integration for Smart Directional Fan Operations
2025Open Access
Poster Abstract: Predictive Modeling of Air-Conditioning Performance under Varying Daytime Radiative Cooling Film Coverages in Humid Climates
2025Open Access
Poster Abstract: Towards Intelligent HVAC Control: Transformer-Based Adaptive Prediction of Occupant’s Preferred Setpoints
2025Open Access
Physiological-based personal thermal comfort models: A review of sensing systems, data preprocessing, and modeling approaches
Energy and Buildings·2025· 1 cited
From static to adaptive: limitations of off-the-shelf machine learning algorithms in predicting preferred temperature setpoints and the potential of adaptive algorithms
Journal of Physics Conference Series·2025Open Access
Shaping behavioral communication strategies to drive user engagement in dynamic electricity markets
Journal of Physics Conference Series·2025Open Access
From static to adaptive: limitations of off-the-shelf machine learning algorithms in predicting preferred temperature setpoints and the potential of adaptive algorithms
Journal of Physics Conference Series·2025Open Access
Digital twin-based controls for targeted fan-assisted cooling
Journal of Physics Conference Series·2025Open Access
Comparative evaluation of daytime radiative cooling films for enhancing efficiency of air conditioning systems in tropical regions
Journal of Physics Conference Series·2025Open Access
Built environment digital twin as mediator of shared space: Balancing personal preferences and group decision making
Building and Environment·2025
Tumor Characteristics and D2 Lymph Node Involvement in Gastric Cancer: A Clinicopathological Analysis (2018–2023)
Galen Medical Journal·2025Open Access
Urban Building Modeling: A Comprehensive Review of Inputs, Outputs, and Tools for Sustainable Development
Environmental Modeling & Assessment·2025· 2 cited
A Comprehensive Survey on Annotation to Clinical Application: Artificial Intelligence for Intracranial Hemorrhage Detection and Segmentation in Neuroimaging
Preprints.org·2025Open Access
Effects of indoor non-uniform solar radiation on human thermal sensation under personalized cooling during high-temperature season
Journal of Building Engineering·2025· 1 cited
Evaluating Personal Comfort Systems Performance – A Design of Experiments based Review
Building and Environment·2025· 4 cited
Examining different placement strategies for indoor environmental quality sensors in office environments
Science and Technology for the Built Environment·2025· 2 cited
Short-term effects of static and dynamic lighting on sleepiness and task performance in simulated enclosed spaces
Advanced Design Research·2025Open Access
Examining Different Placement Strategies for Indoor Environmental Quality Sensors in Office Environments
arXiv (Cornell University)·2025Open Access
Exploring digital twin interfaces for occupant-building interaction to enhance personal comfort and energy efficiency
Energy and Built Environment·2025· 4 citedOpen Access
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Frequent Co-authors

Burçin Becerik-Gerber(19), Edward Arens(7), Farrokh Jazizadeh(6), Hui Zhang(6), Hooshang Bolooki(6), Zhe Wang(5), Abelardo Vargas(5), Gerard A. Kaiser(5), Maohui Luo(4), Yingdong He(4), Yang Zheng(4), Arsalan Heydarian(4), Jovan Pantelic(4), Leonard Sommer(4), Ashrant Aryal(3), Tatiana Kichkaylo(3), Michael Orosz(3), Kanu Dutta(3), Lúcio Soibelman(3), Dusan Licina(3)