Machine learning applications for building structural design and performance assessment: State-of-the-art review H Sun, HV Burton, H Huang Journal of Building Engineering 33, 101816, 2021 | 330 | 2021 |
Classification of in-plane failure modes for reinforced concrete frames with infills using machine learning H Huang, HV Burton Journal of Building Engineering 25, 100767, 2019 | 127 | 2019 |
Development and utilization of a database of infilled frame experiments for numerical modeling H Huang, HV Burton, S Sattar Journal of Structural Engineering 146 (6), 04020079, 2020 | 52 | 2020 |
A database of test results from steel and reinforced concrete infilled frame experiments H Huang, HV Burton Earthquake Spectra 36 (3), 1525-1548, 2020 | 16 | 2020 |
Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning H Huang, HV Burton Advances in Engineering Software 168, 103113, 2022 | 6 | 2022 |
Machine Learning-Based Decision Support to Enhance the Seismic Resilience of Distributed Infrastructure H Huang University of California, Los Angeles, 2021 | | 2021 |
OPTIMIZING POST-EARTHQUAKE FUNCTIONAL RESTORATION OF WATER DISTRIBUTION SYSTEMS THROUGH DEEP REINFORCEMENT LEARNING H Huang, HV Burton | | |