research

Orchestration over Optimisation: A Model-Agnostic Conductor for Consistent Architectural Visualisation under Generative Uncertainty

Submitted to CAADRIA 2027

Solar Energy Potential Using GIS-Based Urban Residential Data: A Case Study of Shenzhen, China

SCI Q1, Impact Factor: 12.0

Low-Carbon City and Its Future Research Trends: A Bibliometric Analysis and Systematic Review

SCI Q1, Impact Factor: 12.0

Analysis of the Barriers to Implementing Building Integrated Photovoltaics in Singapore Using an Interpretive Structural Modelling Approach

SCI Q1, Impact Factor: 10.0

Climate-Responsive Retrofitting Strategy of Elderly Housing: Health Impacts Based on Data-Driven Multi-Objective Optimization of Building Envelopes

SCI Q1, Impact Factor: 7.6

Quantitative Feasibility Assessment Approach for Building-Integrated Photovoltaic (BIPV) Retrofits on Building Facades

SCI Q1, Impact Factor: 7.4

research

We build humane machines by starting where technology should start: with how humanity think, make, and solve.

OUR TEAM

Dr. Chen Tianyi

Co-founder
PhD, NUS
MArch, AA DRL
MAS, ETH Zurich

Christina Chin

Research Fellow
MSc. ISD, NUS
MA. GEOPL, Cardiff University
BA (Hons), Urban Planning, UoL (Lpool)

OUR ADVISORS

Georgia Lu

advisor
Managing Partner, Magnet Ventures

Jason Li

advisor
Associate Director, M.Moser Associates