ISSUE 02WEDNESDAY, JUNE 3, 2026PRINT 06.2026

GEOMDIGEST

THE INSIDER PUBLICATION FOR COMPUTATIONAL GEOMETRY & DESIGN

Knowledge Graph

Paper Index

Search computational fabrication papers, source venues, authors, implementations, and code availability from the GEOMDIGEST knowledge graph.

1,417Papers
102,687Citations
1Artifacts
Corpus Strata
Venue / year coverage instrument
Lime height = indexed papersOrange mark = citation concentrationClick any cell to filter
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197 indexed papers
Intelligent robotic systems for structural health monitoring: Applications and future trends
2022 / Automation in Construction / 164 citations
No code
Yongding Tian, Chao Chen, Kwesi Sagoe‐Crentsil, Jian Zhang, Wenhui Duan
Real-time mixed reality-based visual warning for construction workforce safety
2022 / Automation in Construction / 162 citations
No code
Shaoze Wu, Lei Hou, Guomin Zhang, Haosen Chen
Blockchain in construction management: Applications, advantages and limitations
2022 / Automation in Construction / 158 citations
No code
Dena Mahmudnia, Mehrdad Arashpour, Rebecca Yang
Computer vision-based construction progress monitoring
2022 / Automation in Construction / 155 citations
No code
Varun Kumar Reja, Koshy Varghese, Q. P. Ha
Multi-objective optimization for improved project management: Current status and future directions
2022 / Automation in Construction / 153 citations
No code
Kai Guo, Limao Zhang
Automatic image-based brick segmentation and crack detection of masonry walls using machine learning
2022 / Automation in Construction / 153 citations
No code
Dimitrios Loverdos, Vasilis Sarhosis

This paper aims to improve automation in brick segmentation and crack detection of masonry walls through image-based techniques and machine learning. Initially, a large dataset of hand-labelled images of different in colour, texture, and size of brickwork maso...

Automated guided vehicles and autonomous mobile robots for recognition and tracking in civil engineering
2022 / Automation in Construction / 145 citations
No code
Jianqi Zhang, Yang Xu, Wei Wang, Jinchao Guan, Ling Ding, and 1 more
Acoustic leak detection approaches for water pipelines
2022 / Automation in Construction / 145 citations
No code
Harris K. H. Fan, Salman Tariq, Tarek Zayed
Scanning electron microscopy (SEM) image segmentation for microstructure analysis of concrete using U-net convolutional neural network
2022 / Automation in Construction / 145 citations
No code
Srikanth Sagar Bangaru, Chao Wang, Xu Zhou, Marwa Hassan
3D printing with cementitious materials: Challenges and opportunities for the construction sector
2022 / Automation in Construction / 143 citations
No code
Rafael Robayo–Salazar, Ruby Mejía de Gutiérrez, Mónica A. Villaquirán‐Caicedo, Silvio Delvasto
Applications of natural language processing in construction
2022 / Automation in Construction / 140 citations
No code
Yuexiong Ding, Jie Ma, Xiaowei Luo
Road damage detection using UAV images based on multi-level attention mechanism
2022 / Automation in Construction / 137 citations
No code
Yingchao Zhang, Zhiwu Zuo, Xiaobin Xu, Jianqing Wu, Jianguo Zhu, and 3 more
Challenges, tasks, and opportunities in teleoperation of excavator toward human-in-the-loop construction automation
2022 / Automation in Construction / 137 citations
No code
Jin Sol Lee, Youngjib Ham, Hangue Park, Jeonghee Kim
Digital twin-enabled real-time synchronization for planning, scheduling, and execution in precast on-site assembly
2022 / Automation in Construction / 128 citations
No code
Yishuo Jiang, Ming Li, Mingxing Li, Xinlai Liu, Ray Y. Zhong, and 2 more
Deep learning and infrared thermography for asphalt pavement crack severity classification
2022 / Automation in Construction / 127 citations
No code
Fangyu Liu, Jian Liu, Linbing Wang
Deep learning-based data analytics for safety in construction
2022 / Automation in Construction / 127 citations
No code
Jiajing Liu, Hanbin Luo, Junxiao Liu
Integrated applications of building information modeling and artificial intelligence techniques in the AEC/FM industry
2022 / Automation in Construction / 126 citations
No code
Fan Zhang, Albert P.C. Chan, Amos Darko, Zhengyi Chen, Dezhi Li
Digital twin enabled fault detection and diagnosis process for building HVAC systems
2022 / Automation in Construction / 123 citations
No code
Xiang Xie, Jorge Merino, Nicola Moretti, Pieter Pauwels, Janet Chang, and 1 more

The emerging concept of digital twins outlines the pathway towards intelligent buildings. Although abundant building data carries an overwhelming amount of information, if not well exploited, the redundant and irrelevant data dimensions result in the overfitti...

Text2Human
2022 / ACM Transactions on Graphics / 122 citations
No code
Yuming Jiang, Shuai Yang, Haonan Qiu, Wayne Wu, Chen Change Loy, and 1 more

Generating high-quality and diverse human images is an important yet challenging task in vision and graphics. However, existing generative models often fall short under the high diversity of clothing shapes and textures. Furthermore, the generation process is ...

Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization
2022 / Automation in Construction / 122 citations
No code
Dongku Kim, Kibeom Kwon, Khanh Pham, Ju-Young Oh, Hangseok Choi
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