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Papers matching “dataset construction” 25

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Real-time vision-based defect detection for large-scale on-site earthen additive manufacturing: Annotated dataset and dual-model framework
2025 Automation in Construction article Engineering Industrial Vision Systems and Defect Detection Open access

0

citations
Real-time vision-based defect detection for large-scale on-site earthen additive manufacturing: Annotated dataset and dual-model framework
2025 Automation in Construction article Engineering Industrial Vision Systems and Defect Detection Open access

Katharina Klemt‐Albert

8

citations
Generating a nationwide residential building types dataset using machine learning
2025 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

Kristina Dabrock, Jens Ulken, Noah Pflugradt, Jann Michael Weinand, Detlef Stolten

9

citations
Leveraging machine learning to generate a unified and complete building height dataset for Germany
2024 Energy and AI article Engineering 3D Modeling in Geospatial Applications Open access

Kristina Dabrock, Noah Pflugradt, Jann Michael Weinand, Detlef Stolten

9

citations
Durability in Timber Construction: A Systematic Review of Status Quo and Perspectives
2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Wood Treatment and Properties Open access

Ben Später, Lukas Rauber

0

citations
A Study on Deep Learning for Latency Constraint Applications in Beyond 5G Wireless Systems
2020 IEEE Access article Engineering Advanced Wireless Network Optimization Open access

Suren Sritharan, Harshana Weligampola, Haris Gacanin

22

citations
Development of a BIM-based AI-driven matching tool for LCA datasets
2025 Discover Sustainability article Engineering BIM and Construction Integration Open access

Dino Petrosa, Jana Gerta Backes, David Crampen, Jörg Blankenbach, Marzia Traverso

8

citations
Future Trends of Secondary Raw Materials and Critical Raw Materials
2025 Zenodo (CERN European Organization for Nuclear Research) article Engineering Extraction and Separation Processes Open access

Danting Chen, José Manuel Mogollón, Julia A. Stegemann, Kees Baldé

0

citations
Methodology paper - Composition data collection and consolidation
2026 Zenodo (CERN European Organization for Nuclear Research) article Engineering Extraction and Separation Processes Open access

Katharina Kippert, Han-Jung Hu, Nathalie Korf, Ronald Arvidsson, Catrin Böcher, Manuele Capelli, +12 more

0

citations
An efficient binary storage format for IFC building models using HDF5 hierarchical data format
2020 Automation in Construction article Engineering BIM and Construction Integration Open access cited by 3 patents

Thomas Krijnen, Jakob Beetz

29

citations
Automated geometry-based analysis for object-level Scan-vs-BIM validation of TBE components
2026 Journal of Information Technology in Construction article Engineering BIM and Construction Integration Open access

Tristan Kinnen, Jörg Blankenbach

1

citations
Using Open BIM and IFC to Enable a Comprehensive Consideration of Building Services within a Whole-Building LCA
2020 Sustainability article Engineering BIM and Construction Integration Open access

Sebastian Theißen, Jannick Höper, Jan Drzymalla, Reinhard Wimmer, Stanimira Markova, Anica Meins‐Becker, +1 more

61

citations
Combining block-based and pixel-based approaches to improve crack detection and localisation
2020 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Mohamed Abdellatif, Harriet Peel, Anthony G. Cohn, Raúl Fuentes

24

citations
Spatial Link Prediction: Learning topological relationships in MEP systems
2025 Advanced Engineering Informatics article Engineering BIM and Construction Integration Open access

Christoph Emunds, Jérôme Frisch, Christoph van Treeck

6

citations
A snapshot study to optimize the beneficiation of concrete wash water: Phase assemblage evolution during mixed carbonation and hydration
2025 Construction and Building Materials article Engineering Concrete and Cement Materials Research Open access

Fabien Georget, Alex Hanmore, Yogiraj Sargam, Thomas Matschei

4

citations
Fitting of mechanical material behaviour of structural steel for numerical modelling
2026 Steel Construction article Engineering Metal Forming Simulation Techniques Open access

Felix Eyben, Helen Bartsch, Markus Feldmann

0

citations
Clinical Application of Deep Learning for Spine MRI Interpretation: A Multicenter Evaluation of Artificial-Intelligence-Assisted versus Manual Reading on Diagnostic Agreement with the Reference Standard
2026 Research article Engineering Medical Imaging and Analysis Open access

Xing Cheng, Maoping Zhang, Zhenxiao Ren, Tang Tang, Xiaolin Meng, Zhong Huang, +15 more

4

citations
Data-driven subfilter modelling of thermo-diffusively unstable hydrogen–air premixed flames
2021 Combustion Theory and Modelling article Engineering Combustion and flame dynamics Open access

Pasquale Eduardo Lapenna, Lukas Berger, Antonio Attili, Rachele Lamioni, Navin Fogla, Heinz G. Pitsch, +1 more

29

citations
Latent Monotonic Feature Discovery for Structural Health Monitoring
2026 Sensors article Engineering Structural Health Monitoring Techniques Open access

Guus Toussaint, Arno Knobbe

1

citations
Triplet MatchNet Based Indoor Position Method Using CSI Fingerprint Similarity Comparison
2023 IEEE Transactions on Vehicular Technology article Engineering Indoor and Outdoor Localization Technologies cited by 2 patents

Hao Gu, Jun Yang, Guan Gui, Haris Gacanin

28

citations
Data-driven modeling of open circuit voltage hysteresis for LiFePO 4 batteries with conditional generative adversarial network
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Lisen Yan, Jun Peng, Zeyu Zhu, Heng Li, Dirk Uwe Sauer, Weihan Li

21

citations
Grey-Box Approach for the Prediction of Variable Residence Time Distribution in Continuous Pharmaceutical Manufacturing
2020 IFAC-PapersOnLine article Engineering Granular flow and fluidized beds Open access

Ahmed Elkhashap, Robin Meier, Dirk Abel

6

citations
An artificial intelligence framework for universal landmark matching and morphometry in musculoskeletal radiography
2026 European Radiology article Engineering Medical Imaging and Analysis Open access

Dennis Eschweiler, Eneko Cornejo Merodio, Felix Barajas Ordonez, Aleksandar Lichev, Nikol Ignatova, Marc Sebastian von der Stück, +3 more

2

citations
Machine Learning-Driven Site Selection for Wind Farms in Poland
2025 Energies article Engineering Wind Energy Research and Development Open access

Artur Amsharuk, Grażyna Łaska, Kagan Yüksel, Reinhard Madlener

1

citations
Short-Term Wind Speed Forecasting Based on a Novel Multiresolution Neural Network
2026 IEEE Transactions on Instrumentation and Measurement article Engineering Energy Load and Power Forecasting

Yilin Zhang, M Zhang, Junjie Tang, Jie Zhang, Ferdinanda Ponci, Antonello Monti

0

citations

25 results