My research spans these fields: representation learning, generative modeling, deep learning, surrogate modeling, computational design, performance simulation, optimization, geometry, urban microclimate, geo-informatics, urban data analytics.
For a complete list of publications, refer to my Google Scholar page.

Neural Implicit Fields for Performance-Informed Geometries in Building Design
Advances in Architectural Geometry (AAG), 2023.
Neural implicit fields, Representation learning, Building geometry, Performance-informed design, Latent space learning.

Towards Scalable and Actionable Pedestrian Outdoor Thermal Comfort Estimation: A Progressive Modelling Approach
Building and Environment, 2023.
Outdoor thermal comfort, Performance-informed design, Urban microclimate, Surrogate modelling, Probabilistic modelling.

Natural Ventilation in A Warming Climate: an Evaluation of Computational Simulation Methods and Metrics
Annual Modeling and Simulation Conference (ANNSIM), 2022.
Natural ventilation, Airflow analysis, Thermal discomfort, Hot climates, Design sensitivity.

Modeling Outdoor Thermal Comfort along Cycling Routes at Varying Levels of Physical Accuracy to Predict Bike Ridership in Cambridge, MA
Building and Environment, 2022.
Biometeorological indices, Outdoor thermal comfort, Universal thermal climate index (UTCI), Comfort simulations, Bicycle ridership.




Neighbourhood Shading Impacts on Passive Adaptive Façade Collective Behaviour
Conference on Computer-Aided Architectural Design Futures (CAAD Futures), 2017.
Solar morphing envelopes, Neighbourhood shading, Collective behaviour, Adaptive facades.

Geometry-material Coordination for Passive Adaptive Solar Morphing Envelopes
Symposium on Simulation for Architecture and Urban Design (SimAUD), 2017.
Material computation, Requisite variety, Solar morphing envelopes, Smart materials.

Multi-Objective Performance Evaluation of Adaptive Façade in Hot Arid Climate
IBPSA Building Simulation Conference, 2017.
Multi-objective optimization, Facade performance, Shading geometry design, Daylighting, Performance simulation.