Anh Tran

Argo Data 1999–2019: Two Million Temperature-Salinity Profiles and Subsurface Velocity Observations From a Global Array of Profiling Floats

Annie P. S. Wong, Susan Wijffels, Stephen C. Riser et al. · Frontiers in Marine Science · 2020 · 401 citations · Full text

Observational Networks, Engineering, Oceanography +19

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial

Venkat Pavan Nemani, Luca Biggio, Xun Huan et al. · Mechanical Systems and Signal Processing · 2023 · 163 citations · Full text

Engineering Design, Uncertainty Management, Engineering +12

pBO-2GP-3B: A batch parallel known/unknown constrained Bayesian optimization with feasibility classification and its applications in computational fluid dynamics

Anh Tran, Jing Sun, John M. Furlan et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 68 citations

Numerical Analysis, Mathematical Programming, Model Optimization +14

Constrained mixed-integer Gaussian mixture Bayesian optimization and its applications in designing fractal and auxetic metamaterials

Anh Tran, Minh–Triet Tran, Yan Wang · Structural and Multidisciplinary Optimization · 2019 · 55 citations

Mixture Distribution, Mixture Analysis, Auxetic Metamaterials +3

WearGP: A computationally efficient machine learning framework for local erosive wear predictions via nodal Gaussian processes

Anh Tran, John M. Furlan, Krishnan V. Pagalthivarthi et al. · Wear · 2018 · 50 citations · Full text

Nodal Gaussian Processes, Engineering, Machine Learning +5