Machine learning in the Built Environment

Lead Research Organisation: Imperial College London
Department Name: Dept of Computing

Abstract

The aims of this study are to (1) enhance the designer and decision-maker in the built environment by providing improved tools for exploring and mapping their design space, (2) to design and prototype a computational optimisation framework that identifies and informs the domain expert by generating proxy models of complex evaluations that identify the most valuable data, quantify predictive accuracy, and (3) to provide insight to the designer to support design freedom and to identify critical design challenges.

Publications

10 25 50

Studentship Projects

Project Reference Relationship Related To Start End Student Name
EP/R512540/1 01/10/2017 30/09/2021
2031444 Studentship EP/R512540/1 01/01/2018 31/12/2021 Eduardo Carvalho