Matias Quintana
Singapore-ETH Centre (SEC) & UAL - National University of Singapore
I am a Postdoctoral Researcher and Module Coordinator in the Singapore-ETH Centre (SEC) at the Future Cities Lab (FCL) Global project working with Prof. Filip Biljecki. I am also part of Prof. Biljecki’s group, the Urban Analytics Lab (UAL) at the National University of Singapore.
My research interests are broadly in the field of remote sensing, urban data science, GeoAI, time-series forecasting, human-building interaction, applied machine learning, and their applications to smart buildings and at the urban scale. My recent work focuses on human-perception at the urban scale, agent-based modeling, energy timer-series, and reinforcement learning with human-in-the-loop control.
Office: CREATE Campus, 1 Create Way, #06-01 CREATE Tower, Singapore, 138602
news
Mar 19, 2024 | A paper led by Antonio Liguori, titled “Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight” is avaialble in the Energy and Buildings Journal. LinkedIn post. |
Nov 15, 2023 | Two posters and one workshop paper presented at BuildSys’23 in Istanbul in collaboration with NUS. |
Sep 18, 2023 | Started a 2-month research stay at ETH Zürich in the chair of Computational Social Science under Prof. Dirk Helbing. |
Sep 15, 2023 | Two posters and one short presentations at CISBAT’23 in collaboration with NUS and Hon Kong Polytechnic University. |
Sep 14, 2023 | A paper led by Chun Fu, titled “Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation” is avaialble in the Applied Thermal Engineering Journal. LinkedIn post. |