Sotabase

Career

· Researcher, MIT Interactive Robotics Group2024–

Publications (30)

Modular Coordination and BIM: Development of Rule Based Smart Building Components
2015
48
cited
Quick energy prediction and comparison of options at the early design stage
Advanced Engineering Informatics · 2020
42
cited
Early-stage design support combining machine learning and building information modelling
Automation in Construction · 2022
38
cited
Uncertainty Analysis of Life Cycle Energy Assessment in Early Stages of Design
2020
38
cited
Information requirements for multi-level-of-development BIM using sensitivity analysis for energy performance
Advanced Engineering Informatics · 2020
37
cited
Consistent management and evaluation of building models in the early design stages
Journal of Information Technology in Construction · 2020
35
cited
Integrating rules of modular coordination to improve model authoring in BIM
2019
34
cited
Introducing causal inference in the energy-efficient building design process
Energy and Buildings · 2022
31
cited
Machine learning for early stage building energy prediction: Increment and enrichment
Applied Energy · 2021
29
cited
Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning
Advanced Engineering Informatics · 2021
26
cited
Utilising Building Component Data from BIM for Formwork Planning
2017
22
cited
Component-Based Machine Learning for Energy Performance Prediction by MultiLOD Models in the Early Phases of Building Design
Intelligent Computing in Engineering and Architecture · 2018
17
cited
Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets
Knowledge-Based Systems · 2024
17
cited
Integrated Building Information Modelling
2017
10
cited
Convolutional Neural Network to Learn Building-Shape Representations for Early-Stage Energy Design
Energy and AI · 2023
8
cited
Statistical Decision Assistance for Determining Energy-Efficient Options In Building Design Under Uncertainty
Intelligent Computing in Engineering and Architecture · 2018
8
cited
BIM Studio - An Immersive Curricular Tool for Construction Project Management Education
2015
5
cited
Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets
arXiv.org · 2023
5
cited
Automated Real-Time Garbage Monitoring Using Sensors and IoT
2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA) · 2023
4
cited
Worldwide BIM Overview
2017
4
cited
Sotabase