John T. Hwang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Conceptual Design

Multidisciplinary Design Optimization

Multitask Learning

Gaussian Process

Top Venues

Adv. Eng. Softw.

IEEE Robotics Autom. Lett.

IEEE Trans. Robotics

Publications

Bingran Wang, Nicholas C. Orndorff, Mark Sperry, John T. Hwang
Extension of graph-accelerated non-intrusive polynomial chaos to high-dimensional uncertainty quantification through the active subspace method. CoRR (2024)
Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper H. Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Adv. Eng. Softw. 188 (2024)
Bingran Wang, Nicholas C. Orndorff, John T. Hwang
Graph-accelerated non-intrusive polynomial chaos expansion using partially tensor-structured quadrature rules. CoRR (2024)
Bingran Wang, Nicholas C. Orndorff, Mark Sperry, John T. Hwang
A gradient-enhanced univariate dimension reduction method for uncertainty propagation. CoRR (2024)
Yunti Xu, Connor Watson, Jui-Te Lin, John T. Hwang, Tania K. Morimoto
Shape Control of Concentric Tube Robots via Approximate Follow-the-Leader Motion. IEEE Robotics Autom. Lett. 9 (8) (2024)
Bingran Wang, Mark Sperry, Victor E. Gandarillas, John T. Hwang
Accelerating model evaluations in uncertainty propagation on tensor grids using computational graph transformations. CoRR (2023)
Victor Gandarillas, John T. Hwang
TALOS: A toolbox for spacecraft conceptual design. CoRR (2023)
Paul Saves, Rémi Lafage, Nathalie Bartoli, Youssef Diouane, Jasper Bussemaker, Thierry Lefebvre, John T. Hwang, Joseph Morlier, Joaquim R. R. A. Martins
SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes. CoRR (2023)
Marius L. Ruh, Darshan Sarojini, Andrew H. Fletcher, Isaac Asher, John T. Hwang
Large-scale multidisciplinary design optimization of the NASA lift-plus-cruise concept using a novel aircraft design framework. CoRR (2023)
Han Zhao, Xiangbei Liu, Andrew H. Fletcher, Ru Xiang, John T. Hwang, David Kamensky
An open-source framework for coupling non-matching isogeometric shells with application to aerospace structures. Comput. Math. Appl. 111 (2022)
Jui-Te Lin, Cédric Girerd, Jiayao Yan, John T. Hwang, Tania K. Morimoto
A Generalized Framework for Concentric Tube Robot Design Using Gradient-Based Optimization. IEEE Trans. Robotics 38 (6) (2022)
Mohamed Amine Bouhlel, John T. Hwang, Nathalie Bartoli, Rémi Lafage, Joseph Morlier, Joaquim R. R. A. Martins
A Python surrogate modeling framework with derivatives. Adv. Eng. Softw. 135 (2019)
John T. Hwang, Joaquim R. R. A. Martins
A Computational Architecture for Coupling Heterogeneous Numerical Models and Computing Coupled Derivatives. ACM Trans. Math. Softw. 44 (4) (2018)