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2023/24

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GenAI, VDC

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

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PRODUCTIVITY

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

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Title Pictue Assessing Building Level Retrofit.jpg
ENERGY EFFICIENCY

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

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AI FOR GENERATIVE DESIGN, VDC

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

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VIRTUAL REALITY

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

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OFFSITE CONSTRUCTION, IC, ROBOTICS, AUTOMATIC ASSEMBLY, DELPHI SURVEY

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

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AI, MONITORING, COMPUTER VISION

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

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VDC

Performance metrics for the use and operation phases of buildings and infrastructure

Research Staff: Steinar G. Rasmussen, Ph.D Candidate (CEE)

Research Advisor: Prof. Martin Fischer (CEE)

Stakeholder Categories: Pre-Design, Design, Fabrication, Construction, Operation/Use, Reuse

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SUSTAINABILITY, INDUSTRIALIZED CONSTRUCTION

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

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SUSTAINABILITY, ENERGY EFFICIENCY, SAFETY

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

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