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Publications from the SDaC network

Researching together and creating knowledge for a growing ecosystem.

Final Report · 2024

SDaC – Smart Design and Construction

Final report of the research project SDaC (BMWK-funded), reporting period 04/01/2020–09/30/2023. Summary of results, transfer services, and recommendations for the digitalization of German building construction.

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34 Entries

Conference paper

Leveraging Artificial Intelligence for Creating Material Passports from Building Stock Documents: A Workflow for Promoting Circularity in the Built Environment

Central Europe towards Sustainable Building (CESB) · 2025

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Conference paper

Key Elements of Trust in Building Renovation Data Management: A Usability Study of a Centralized Platform

Central Europe towards Sustainable Building (CESB) · 2025

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Conference paper

Renovation Cost Prediction at an Early Stage: an Experiment Using Machine Learning Regression and Classification Techniques

European Conference on Computing in Construction (EC³) · 2025

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Conference paper

NaiS! Die Zukunft der intelligenten Sanierung: Einsatz von Künstlicher Intelligenz zur Steigerung der Nachhaltigkeit bei energetischen Sanierungen

9. Kolloquium Erhaltung von Bauwerken · 2025

Conference paper

Einsatz von Linked Data zur effizienten Verwaltung der Informationen in Bestandsgebäuden – Potenziale und Herausforderungen

9. Kolloquium Erhaltung von Bauwerken · 2025

Conference paper

Improving Sustainability Assessment in German Building Stock: User Insights and Potential for Artificial Intelligence

European Conference on Product and Process Modeling (ECPPM) · 2024

Conference paper

Exploring the role of large language models in digitizing building data in a case study with environmental product declarations

European Conference on Product and Process Modeling (ECPPM) · 2024

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Conference paper

Evaluating Site Scanning Methods: An Assessment System for Quantitative Comparison and Selection

41st International Symposium on Automation and Robotics in Construction (ISARC) · 2024

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Other

Smarte Sanierung durch Datenanalyse

Build-Ing · 2024

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Other

Einsatz von künstlicher Intelligenz zur Steigerung der Nachhaltigkeit in energetischen Sanierungsprojekten

GuG – Grundstücksmarkt und Grundstückswert, Mai/Juni · 2024

Other

Künstliche Intelligenz zur Förderung der Nachhaltigkeit bei energetischen Sanierungsmaßnahmen

Bausubstanz 2/2024 · 2024

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Book publication

Artificial intelligence in the construction industry: Fundamentals and use cases

Book Publication · 2024

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Dissertation

Evaluation of analytical planning methods to increase the reliability of master schedules in construction projects

Dissertation · 2023

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Journal article

Investigating the Impact of Lean Leadership on Construction Project Success

Engineering Management Journal · 2023

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Conference paper

A comparative evaluation of decision trees and expert intuition to predict durations in the predesign phase

EC³ / 40th International CIB W78 Conference · 2023

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Conference paper

Process Analysis with an Automatic Mapping of Performance Factors Using Natural Language Processing

31st Annual Conference of the IGLC · 2023

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Conference paper

Utilizing Design Thinking to Refine Customer Requirements – A Case Study Using the Concrete Supply Chain as an Example

31st Annual Conference of the IGLC · 2023

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Conference paper

Combining BIM and lean methods for scheduling for verifying and communicating demolition processes in an early project stage

EC³ / 40th International CIB W78 Conference · 2023

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Conference paper

Challenges in collecting and managing data for AI application in small and medium-sized construction enterprises

EC³ / 40th International CIB W78 Conference · 2023

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Conference paper

International assessment of artificial intelligence applications in the AEC sector

ECPPM 2022 / eWork and eBusiness in AEC · 2022

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Conference paper

Synergies Between Lean Construction and Artificial Intelligence: AI Driven Continuous Improvement Process

30th Annual Conference of the IGLC · 2022

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Conference paper

An Empirical Evaluation of Predicted Outcomes as Explanations in Human-AI Decision-Making

European Conference on ML and Principles and Practice of Knowledge Discovery in Databases · 2022

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Conference paper

Designing a Human-in-the-Loop System for Object Detection in Floor Plans

Proceedings of the AAAI Conference on AI · 2022

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Conference paper

Predicting the construction duration in the predesign phase with decision trees

ECPPM 2022 / eWork and eBusiness in AEC · 2022

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Conference paper

Concept of a continuous information supply chain using artificial intelligence methods using the example of the concrete supply chain

Proceedings of the 6th International BBB-Congress · 2021

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Conference paper

Digitalization of Lean Learning Simulations: Teaching Lean Principles and Last Planner® System

29th Annual Conference of the IGLC · 2021

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Conference paper

Human-AI Complementarity in Hybrid Intelligence Systems: A Structured Literature Review

26th Pacific Asia Conference on Information Systems (PACIS) · 2021

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Conference paper

Artificial Intelligence for the Construction Industry – A Statistical Descriptive Analysis of Drivers and Barriers

1st International Conference on Disruptive Technologies, Tech Ethics and AI · 2021

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Other

BIM Basics: BIM and AI in Science & Business Practice

buildingSMART Deutschland · 2021

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Other

Resource-efficient construction with concrete, with particular attention to the lean construction method

Resource-efficient concrete — future strategies for building materials and construction practice · 2020

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Conference paper

A requirement model for Lean leadership in construction projects

Proceedings 28th Annual Conference of the IGLC · 2020

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Other

Building the future of the construction industry through artificial intelligence and platform thinking

Digitale Welt · 2020

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Other

More security thanks to artificial intelligence

BauPortal 4/2020 · 2020

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Conference paper

The general contractor response to platform ecosystems

IGLC · 2018

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