research

Fasti: A Model-Agnostic Conductor for Evidence-Grounded Programme Synthesis under Human Governance

CIB W096 · 2026

Vision-Based Digital Twin and AI Agent Framework for Low-Cost, Explainable Indoor Building Inspection and Safety Assessment

Q2, Impact Factor: 4.0

Embodied carbon of progressive timber integration in a 47-storey tropical high-rise: A Singapore public housing case study

Q1, Impact Factor: 8.4

Why theoretical photovoltaic suitability does not fully predict deployment: interpretable deep learning of urban-scale siting across Chinese cities

Q1, Impact Factor: 12.2

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

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

Advisory, Fundraising
Managing Partner, Magnet Ventures

Jason Li

Advisory, AI Practice
Associate Director, M.Moser Associates

Leo Zhang

Advisory, Industry
Customer Success Manager - AECO APAC, Trimble