| OpenMDAO: An open-source framework for multidisciplinary design, analysis, and optimization JS Gray, JT Hwang, JRRA Martins, KT Moore, BA Naylor Structural and Multidisciplinary Optimization 59, 1075-1104, 2019 | 755 | 2019 |
| A Python surrogate modeling framework with derivatives MA Bouhlel, JT Hwang, N Bartoli, R Lafage, J Morlier, JRRA Martins Advances in Engineering Software 135, 102662, 2019 | 412 | 2019 |
| Review and unification of methods for computing derivatives of multidisciplinary computational models JRRA Martins, JT Hwang AIAA journal 51 (11), 2582-2599, 2013 | 412 | 2013 |
| Open-source coupled aerostructural optimization using Python JP Jasa, JT Hwang, JRRA Martins Structural and Multidisciplinary Optimization 57, 1815-1827, 2018 | 163 | 2018 |
| A computational architecture for coupling heterogeneous numerical models and computing coupled derivatives JT Hwang, JRRA Martins ACM Transactions on Mathematical Software (TOMS) 44 (4), 1-39, 2018 | 146 | 2018 |
| A fast-prediction surrogate model for large datasets JT Hwang, JRRA Martins Aerospace Science and Technology 75, 74-87, 2018 | 139 | 2018 |
| Large-scale multidisciplinary optimization of a small satellite’s design and operation JT Hwang, DY Lee, JW Cutler, JRRA Martins Journal of Spacecraft and Rockets 51 (5), 1648-1663, 2014 | 115 | 2014 |
| Large-scale multidisciplinary optimization of an electric aircraft for on-demand mobility JT Hwang, A Ning 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2018 | 87 | 2018 |
| SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes P Saves, R Lafage, N Bartoli, Y Diouane, J Bussemaker, T Lefebvre, ... Advances in Engineering Software 188, 103571, 2024 | 86 | 2024 |
| Automatic evaluation of multidisciplinary derivatives using a graph-based problem formulation in OpenMDAO JS Gray, TA Hearn, KT Moore, J Hwang, JRRA Martins, A Ning 15th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2042, 2014 | 67 | 2014 |
| High-fidelity design-allocation optimization of a commercial aircraft maximizing airline profit JT Hwang, JP Jasa, JRRA Martins Journal of Aircraft 56 (3), 1164-1178, 2019 | 59 | 2019 |
| Multidisciplinary design optimization framework with coupled derivative computation for hybrid aircraft A Sgueglia, P Schmollgruber, N Bartoli, E Benard, J Morlier, J Jasa, ... Journal of Aircraft 57 (4), 715-729, 2020 | 58 | 2020 |
| A modular approach to large-scale design optimization of aerospace systems JT Hwang Ph. D. thesis, 2015 | 44 | 2015 |
| Allocation-mission-design optimization of next-generation aircraft using a parallel computational framework J Hwang, JRRA Martins 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2016 | 43 | 2016 |
| Large-scale multidisciplinary design optimization of an evtol aircraft using comprehensive analysis D Sarojini, ML Ruh, AJ Joshy, J Yan, AK Ivanov, L Scotzniovsky, ... AIAA SciTech 2023 forum, 0146, 2023 | 42 | 2023 |
| A mixed integer efficient global optimization algorithm for the simultaneous aircraft allocation-mission-design problem S Roy, K Moore, JT Hwang, JS Gray, WA Crossley, JRRA Martins 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2017 | 41 | 2017 |
| Simultaneous optimization of propeller–hull systems to minimize lifetime fuel consumption M Nelson, DW Temple, JT Hwang, YL Young, J Martins, M Collette Applied Ocean Research 43, 46-52, 2013 | 41 | 2013 |
| A graph-based methodology for constructing computational models that automates adjoint-based sensitivity analysis V Gandarillas, AJ Joshy, MZ Sperry, AK Ivanov, JT Hwang Structural and Multidisciplinary Optimization 67 (5), 76, 2024 | 39 | 2024 |
| GeoMACH: geometry-centric MDAO of aircraft configurations with high fidelity J Hwang, JRRA Martins 12th AIAA Aviation Technology, Integration, and Operations (ATIO) Conference …, 2012 | 39 | 2012 |
| Design and trajectory optimization of a morphing wing aircraft JP Jasa, JT Hwang, JRRA Martins 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2018 | 27 | 2018 |
