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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237 indexed papers
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
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
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
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-based data analytics for safety in construction
2022 / Automation in Construction / 127 citations
No code
Jiajing Liu, Hanbin Luo, Junxiao Liu
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
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...

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
BIM/GIS data integration from the perspective of information flow
2022 / Automation in Construction / 121 citations
No code
Junxiang Zhu, Peng Wu
Road damage detection using super-resolution and semi-supervised learning with generative adversarial network
2022 / Automation in Construction / 117 citations
No code
Seungbo Shim, Jin Kim, Seong-Won Lee, Gye-Chun Cho

Road maintenance technology is required to maintain favorable driving conditions and prevent accidents. In particular, a sensor technology is required for detecting road damage. In this study, we developed a new sensor technology that can detect road damage us...

Trustworthy AI and robotics: Implications for the AEC industry
2022 / Automation in Construction / 117 citations
No code
Newsha Emaminejad, Reza Akhavian

Human-technology interaction is concerned with trust as an inevitable user acceptance requirement. As the applications of artificial intelligence (AI) and robotics emerge in the architecture, engineering, and construction (AEC) industry, there is an immediate ...

Robot for automatic waste sorting on construction sites
2022 / Automation in Construction / 116 citations
No code
Xinxing Chen, Huaiyang Huang, Yuxuan Liu, Jiqing Li, Ming Liu
Crack detection algorithm for concrete structures based on super-resolution reconstruction and segmentation network
2022 / Automation in Construction / 116 citations
No code
Chaoqun Xiang, Wei Wang, Lu Deng, Peng Shi, Xuan Kong
Machine learning algorithms for monitoring pavement performance
2022 / Automation in Construction / 115 citations
No code
Saúl Cano-Ortiz, Pablo Pascual-Muñoz, Daniel Castro‐Fresno

This work introduces the need to develop competitive, low-cost and applicable technologies to real roads to detect the asphalt condition by means of Machine Learning (ML) algorithms. Specifically, the most recent studies are described according to the data col...

Underwater crack pixel-wise identification and quantification for dams via lightweight semantic segmentation and transfer learning
2022 / Automation in Construction / 114 citations
No code
Yangtao Li, Tengfei Bao, Xianjun Huang, Hao Chen, Bo Xu, and 6 more
Automated floorplan generation in architectural design: A review of methods and applications
2022 / Automation in Construction / 113 citations
No code
Ramon Weber, Caitlin Mueller, Christoph Reinhart
Pavement anomaly detection based on transformer and self-supervised learning
2022 / Automation in Construction / 113 citations
No code
Zijie Lin, Hui Wang, Shenglin Li
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