John T. Hwang

OpenMDAO: an open-source framework for multidisciplinary design, analysis, and optimization

Justin S. Gray, John T. Hwang, Joaquim R. R. A. Martins et al. · Structural and Multidisciplinary Optimization · 2019 · 577 citations · Full text

Review and Unification of Methods for Computing Derivatives of Multidisciplinary Computational Models

Joaquim R. R. A. Martins, John T. Hwang · AIAA Journal · 2013 · 336 citations

Numerical Analysis, Engineering, Computational Mechanics +17

A Python surrogate modeling framework with derivatives

Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli et al. · Advances in Engineering Software · 2019 · 335 citations

Mathematical Programming, Automatic Differentiation, Python Surrogate +3

A fast-prediction surrogate model for large datasets

John T. Hwang, Joaquim R. R. A. Martins · Aerospace Science and Technology · 2018 · 117 citations

Engineering, Machine Learning, Data Science +8

Open-source coupled aerostructural optimization using Python

John Jasa, John T. Hwang, Joaquim R. R. A. Martins · Structural and Multidisciplinary Optimization · 2018 · 115 citations

Engineering, Aerospace Engineering, Shape Optimization +5