EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings

Alejandro Moreno-Rangel, Bimal Kumar

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  • 75 Conference contribution book

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  • 2025

    A combined transfer learning physics informed interpretable machine learning approach to modelling the shear strength of concrete walls

    Murphy, J. D. & Paal, S. G., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • A comprehensive literature review of personalised indoor comfort: artificial intelligence approaches and applications

    Sun, S., Li, H. & Khudhair, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 14 p.

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  • A conditional diffusion model for bridge point cloud repair

    Fang, Y. & Ninic, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • AI-based extraction and management of text and view information from 2D bridge engineering drawings

    Peng, M., Cui, A., Kang, C. & Marx, S., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • A multimodal thermal comfort perception system with edge-cloud collaboration and augmented reality

    Yang, J. & Ng, S. T., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • A multi-task framework for 2D scene parsing and 3D reconstruction in indoor space documentation

    Erişen, S., Mehranfar, M. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • An end-to-end and high accuracy solution of cable catenary using dual-parameter optimized physics-informed neural networks

    Li, K., Li, H., Khuddair, A., Dong, Y. & Wang, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • Applying multi-agent reinforcement learning for escape path planning in a fire evacuation environment

    Fitkau, I. & Hartmann, T., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Automated bridge modelling for digital twins: parametric modelling vs. surface modeling techniques for geometric-semantic model creation

    Mansour, M. & Blankenbach, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Automated construction progress monitoring coupling lidar inertial odometry and building information modeling

    Stührenberg, J., Tandon, A. & Smarsly, K., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Automating building code interpretation using NLP and transfer learning for enhanced code compliance

    Ali, S. & König, M., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 6 p.

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  • Autonomous operation of a robot dog for point-cloud data acquisition

    Petropoulakis, P., Kolani, M. R. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • A visual editor for marked-up codes with auto-completion

    Po, T., D'Souza, L., Fuchs, S. & Amor, R., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • BIM command recommendation using dynamic graph neural network

    Elsaka, O., Du, C., Nousias, S. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • BIM-enabled supply chain integration in offsite construction: practices and technical mechanisms

    Gong, Y., Broyd, T. & Galera-Zarco, C., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Building a holistic smart technology-centric value assessment framework for rail infrastructure

    Ariyachandra, M. R. M. F. & Wen, Y., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Building spatial design simulation and optimisation with structural and daylight objectives

    Ezendam, T., van den Hoeven, Q., Hofmeyer, H. & Aarts, M., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Chronological Models (cMod): towards consistent lifecycle information management

    Vaatz, A. & Menzel, K., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Component-based machine learning for multi-element aggregation and interaction: indoor climate prediction

    Wang, S. & Geyer, P., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book

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  • Concept for large-scale evaluation of spatial relations for road infrastructure management: a graph-based federated digital twin approach for comprehensive querying of heterogeneous infrastructure datasets

    Heise, I., Göbels, A., Borrmann, A. & Beetz, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • ConLogAI – Concept for an AI-enabled platform for construction logistics scheduling

    Gehring, M., Brötzmann, J. & Rüppel, U., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Content-based classification of construction drawings: a comparative study of vision transformers and graph attention networks

    Carrara, A., Nousias, S. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Data-driven parameter calibration in additive manufacturing for construction: an introduction to learning by printing

    Bettermann, L., Slepicka, M., Esser, S. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Data-driven predictive maintenance: forecasting structural strain in infrastructures using seasonal autoregressive models with exogenous variables

    Karami, N., Poirier, E. A. & Motamedi, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Decentralised monitoring of rail traffic using extended reality: an approach to improving the resilience of critical infrastructures

    Wagenbach, L., Mosler, P., Schäfer, N., Rhiel, M. & Rüppel, U., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Decoding building facades: automated element and material recognition in street-level images for large-scale building stock assessments

    Noll, L., Noichl, F., Kiper, B. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Deep learning-based automated damage assessment for RC double-column piers

    Deng, H., Li, H., Xu, L. & Deng, Z., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • Digitalisation platform for modelling TBM tunnel construction: enhancing interoperability and collaboration

    Huang, M., Ninic, J. & Zhang, Q., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 6 p.

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  • Digital twin and multimodal neural networks for automated coastal railway bridge maintenance

    Khudhair, A., Zhu, X., Li, H., Ahmadian, R., Adeagbo, M. & Liu, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Digital twins between manufacturing and AECO: current status and future prospects towards cross-domain coupling

    Artus, M., Koch, C. & Legat, C., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Enhancing bridge defect semantic segmentation via synthetic point cloud data generation

    Xu, Y., Jesus, A., Hancock, C. & Wang, M., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • Enhancing data-driven design for offshore jacket substructures through synthetic data

    Qian, H., Chen, S. & Marx, S., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Enhancing engineering risk analysis with knowledge graph-driven retrieval-augmented generation

    Ouyang, L., Li, H. & Liu, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Enhancing resilience in urban rail transit construction: evaluation and improvement approaches

    Wu, Y. & Ng, S. T., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • EVCAR: Multi-agent reinforcement learning for electric vehicle charging network recovery

    Abdelfattah, M., Li, N. & Hartmann, T., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Exploring building energy performance prediction using graph neural networks

    Dalach, A., Wang, Z., Nousias, S. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 11 p.

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  • Exploring the ambiguity associated with the actual magnitude of the energy performance gap in buildings

    Odeh, K., Parvaz, M., Jakkula, J., de Wilde, P. & McElroy, L. B., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • From point cloud to material passport: automated creation of material passports of existing steel structures based on point clouds

    Noichl, F., Forth, K., de Wolf, C. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Generation and evaluation of synthetic point cloud data for training of machine learning models

    Ma, H., Martens, J. & Blankenbach, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Global readiness index for analysis of leading technologies in the field of land, infrastructure, and transport

    Hwang, J., Baik, J., Lee, G., Kim, M., Yang, D. & Chi, S., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 11 p.

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  • Graph neural networks for building evacuation prediction: integrating real-time pedestrian flow simulation into BIM workflows

    Berggold, P., Borrmann, A. & Nousias, S., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Graph neural networks for fast structural analysis to support interactive design decision-making

    Kuo, S.-P., D'Acunto, P. & Smith, I. F., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 9 p.

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  • Graph neural networks for structural engineering: improving BIM workflows and IFC model exchange

    Nabrotzky, T., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 7 p.

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  • GRC: a schema for the analysis of the complexity of geometry-based rule checks

    Kurzawa, M. & Kirchner, J., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Hybrid CEEMDAN-WTD denoising framework for stress sensor signals in bridge erection machines

    Liu, J., Zhang, Z. & Fang, W., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 8 p.

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  • Integrating intelligent computing for optimized vertical farming systems in arid climates: a case study on wheat production in Algeria

    Hallas, N. E. & Moreno-Rangel, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 11 p.

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  • Integrating multi-source visual synthetic data for multi road defect detection

    Lam, P., Chen, W., de Silva, L. & Brilakis, I., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Interpreting SysML diagrams in conjunction with OWL ontologies for semantic reasoning and inference

    Harder, B., Esser, S. & Borrmann, A., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Large language model-based knowledge graph construction of unstructured accident reports to improve construction safety

    Liu, Q. & Luo, X., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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  • Leveraging large language models for synthetic data generation for AI applications for water infrastructure management

    Wala, J. & Rüppel, U., 1 Jul 2025, EG-ICE 2025: AI-Driven Collaboration for Sustainable and Resilient Built Environments Conference Proceedings. Moreno-Rangel, A. & Kumar, B. (eds.). Glasgow, 10 p.

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