| Deep learning-based automated image segmentation for concrete petrographic analysis Y Song, Z Huang, C Shen, H Shi, D Lange Cement and concrete research 135, 2020 | 78 | 2020 |
| Influence of fine inclusions on the morphology and mechanical performance of lightweight foam concrete Y Song, D Lange Cement and Concrete Composites 124, 104264, 2021 | 42 | 2021 |
| Machine learning enables rapid screening of reactive fly ashes based on their network topology Y Song, K Yang, J Chen, K Wang, G Sant, M Bauchy ACS Sustainable Chemistry & Engineering 9 (7), 2639-2650, 2021 | 25 | 2021 |
| EBOD: An ensemble-based outlier detection algorithm for noisy datasets B Ouyang, Y Song, Y Li, G Sant, M Bauchy Knowledge-Based Systems 231, 107400, 2021 | 23 | 2021 |
| Influence of Pumping/Extrusion on the Air-Void System of 3D Printed Concrete A Das, Y Song, S Mantellato, T Wangler, R Flatt, D Lange Second RILEM International Conference on Concrete and Digital Fabrication, 2020 | 23 | 2020 |
| Influence of Pumping/Extrusion on the Air-void System of 3D Printed Concrete A Das, Y Song, S Mantellato, T Wangler, R Flatt, D Lange Digital Concrete 2020 - 2nd RILEM International Conference on Concrete and …, 2020 | 23 | 2020 |
| Advances in measuring air-void parameters in hardened concrete using a flatbed scanner Y Song, R Zou, DI Castaneda, KA Riding, DA Lange Journal of Testing and Evaluation 45 (5), 1713-1725, 2017 | 23 | 2017 |
| Crushing Behavior and Crushing Strengths of Low-Density Foam Concrete Y Song, D Lange ACI Materials Journal 117 (2), 43-52, 2020 | 19 | 2020 |
| Crushing performance of ultra-lightweight foam concrete with fine particle inclusions Y Song, D Lange Applied Sciences 9 (5), 876, 2019 | 19 | 2019 |
| Effect of processing on the air void system of 3D printed concrete A Das, Y Song, S Mantellato, T Wangler, DA Lange, RJ Flatt Cement and Concrete Research 156, 106789, 2022 | 17 | 2022 |
| A 3D petrographic analysis for concrete freeze-thaw protection Y Song, R Damiani, C Shen, D Castaneda, D Lange Cement and concrete research 128, 2019 | 16 | 2019 |
| Using machine learning to predict concrete's strength: Learning from small datasets B Ouyang, Y Song, Y Li, F Wu, Y Huizi, Y Wang, Y Zhanyuan, X Luo, ... Engineering Research Express, 2021 | 15 | 2021 |
| Image-based restoration of the concrete void system using 2D-to-3D unfolding technique Y Song, C Shen, R Damiani, D Lange Construction and Building Materials, 2020 | 15 | 2020 |
| Predicting concrete’s strength by machine learning: Balance between accuracy and complexity of algorithms N Ouyang, Y Song, Y Li, F Wu, H Yu, Y Wang, G Sant, M Bauchy ACI Materials Journal 117 (6), 2020 | 14 | 2020 |
| Measuring dynamic Young’s modulus of low-density foam concrete using resonant frequency test Y Song, DA Lange Journal of Testing and Evaluation 50 (1), 522-533, 2022 | 11* | 2022 |
| A performance-based approach to concrete freeze-thaw durability Y Song, A Das, DA Lange, H Mosavi, K Riding ASME/IEEE Joint Rail Conference 50978, V001T01A010, 2018 | 6 | 2018 |
| Learning from Sparse Datasets: Predicting Concrete's Strength by Machine Learning B Ouyang, Y Li, Y Song, F Wu, H Yu, Y Wang, M Bauchy, G Sant arXiv preprint arXiv:2004.14407, 2020 | 5 | 2020 |
| Decarbonizing concrete with artificial intelligence Y Song, B Ouyang, J Chen, X Wang, K Wang, S Zhang, Y Chen, G Sant, ... Computational Modelling of Concrete and Concrete Structures, 168-176, 2022 | 3 | 2022 |
| Analysis of air-void system in hardened concrete from a three-dimensional perspective Y Song University of Illinois at Urbana-Champaign, 2014 | 2 | 2014 |
| Unveiling the effect of composition on nuclear waste immobilization glasses’ durability by nonparametric machine learning Y Song, X Lu, K Wang, JV Ryan, MM Smedskjaer, JD Vienna, M Bauchy npj Materials Degradation 8 (1), 38, 2024 | 1 | 2024 |
David LangeProfessor of Civil and Environmental Engineering, University of IllinoisVerified email at illinois.edu
