Hua-Ming Tian

Data-driven and physics-informed Bayesian learning of spatiotemporally varying consolidation settlement from sparse site investigation and settlement monitoring data

Hua-Ming Tian, Yu Wang · Computers and Geotechnics · 2023 · 74 citations

Computing, Data Science, Geoinformatics +17

Efficient and flexible Bayesian updating of embankment settlement on soft soils based on different monitoring datasets

Hua-Ming Tian, Zi-Jun Cao, Dianqing Li et al. · Acta Geotechnica · 2021 · 32 citations

Engineering, Civil Engineering, Earth Sciences +16

Digital geotechnics: from data-driven site characterisation towards digital transformation and intelligence in geotechnical engineering

Yu Wang, Hua-Ming Tian · Georisk Assessment and Management of Risk for Engineered Systems and Geohazards · 2023 · 30 citations · Full text

Engineering, Computer Science, Geotechnical Engineering +12

Auxiliary Bayesian updating of embankment settlement based on finite element model and response surface method

Hua-Ming Tian, Dianqing Li, Zi-Jun Cao et al. · Engineering Geology · 2023 · 27 citations

Engineering, Civil Engineering, Computational Engineering +16

Real-time fusion of multi-source monitoring data with geotechnical numerical model results using data-driven and physics-informed sparse dictionary learning

Hua-Ming Tian, Yu Wang, Kok‐Kwang Phoon · Canadian Geotechnical Journal · 2024 · 24 citations · Full text

Engineering, Earth Sciences, Geological Engineering +13