2023/24
eSketch: A Multimodal Generative AI Design Interface and Human-Centered Approach for a Neural Design Phase
Research Staff: Alberto Tono, Ph.D. Candidate (CEE)
Research Advisor: Prof. Martin Fischer (CEE), Prof. Hariharan Subramonyam (CS)
Stakeholder Categories: Owners, Builders, Designers, Scientist, Researchers
Individual Productivity Metric for Blue-Collar Construction Workers
Research Staff: Allie Ćemalović, Ph.D. Candidate (CEE)
Research Advisor: Prof. Martin Fischer (CEE)
Stakeholder Categories: Builders, Construction Laborers
Assessing building-level retrofit potential on a large scale (continuation)
Research Staff: Kevin Mayer, Ph.D. Candidate (CEE)
Research Advisor: Prof. Martin Fischer (CEE)
Stakeholder Categories: Owners, Operators, Contractors, Investors
Efficient Optimization for Feasible Designs with Data-Driven Visual Priors and Interaction-Based Understanding of Physical Environments
Research Staff: Stephen Tian, Yunzhi Zhang, Michelle Guo (CS)
Research Advisor: Prof. Jiajun Wu (CS)
Stakeholder Categories: Owners, Builders, Designers
Building a method to assess the costs and benefits of VR use during MEP coordination
Research Staff: Simge Girgin, Ph.D. Candidate (CEE)
Research Advisor: Dr. Renate Fruchter (CEE), Prof. Martin Fischer (CEE)
Stakeholder Categories: Owners, Operators, Builders, Designers
Assessing Drivers for Enhanced Automation: Developing an Evaluation Framework for Advanced Robotic Adoption in Offsite Fabrication
Research Staff: Bochen Zhang Ph.D. Candidate (CEE)
Research Advisor: Prof. Martin Fischer (CEE)
Stakeholder Categories: Owners, Builders, Public policymakers
The development and deployment of a video-based automated pixel-level pavement change detection solution
Research Staff: Jinpu Cao, Ph.D. Candidate (CEE)
Research Advisor: Prof. Martin Fischer (CEE)
Stakeholder Categories: Owners, Users, Operators
A data-driven evaluation method for architectural, financial and building decarbonization tradeoffs in the context of Industrialized Construction.
Research Staff: Eleni Alexandraki, Ph.D. Candidate (CEE), Lou Sacchettini Ph.D. Candidate (CEE)
Research Advisor: Prof. Martin Fischer (CEE)
Stakeholder Categories: Designers, Builders
Formal proofs of safe operating limits in wastewater treatment
Research Staff: Fletcher Chapin, Ph.D. Candidate (CEE)
Research Advisor: Prof. Meagan Mauter (CEE)
Stakeholder Categories: Owners, Operators, and Energy Consultants