You are here

Journal Articles

Gray JS, Hwang JT, Martins JRRA, Moore KT, Naylor BA. OpenMDAO: An open-source framework for multidisciplinary design, analysis, and optimization. Structural and Multidisciplinary Optimization. 2019 ;59(4):1075--1104.PDF icon OpenMDAO_preprint.pdf (2.75 MB) For a quick overview of what OpenMDAO is and what it does, read the introduction, the overview of applications (Sec. 7, especially Table 13), and the conclusions (Sec. 8). Potential OpenMDAO users should also read Sec. 3, which explains the basic usage and features through a simple example. The rest of the paper provides a background on MDO frameworks and the history of OpenMDAO development (Sec. 2), the theory behind OpenMDAO (Sec. 4), and the details of the major new contributions in OpenMDAO V2 in terms of multidisciplinary solvers (Sec. 5) and coupled derivative computation (Sec. 6). DOI DOI:10.1007/s00158-019-02211-z PDF File BibTex Google Scholar
Perez RE, Jansen PW, Martins JRRA. pyOpt: a Python-Based Object-Oriented Framework for Nonlinear Constrained Optimization. Structural and Multidisciplinary Optimization. 2012 ;45(1):101–118.PDF icon pyOpt.pdf (2.02 MB) pyOpt has been superseeded by pyOptSparse (available on GitHub). This paper is still the one to cite when using pyOptSparse. DOI DOI:10.1007/s00158-011-0666-3 PDF File BibTex Google Scholar

Conference Papers

Brelje BJ, Anibal JL, Yildirim A, Mader CA, Martins JRRA. Flexible Formulation of Spatial Integration Constraints in Aerodynamic Shape Optimization. In: 57th AIAA Aerospace Sciences Meeting (SciTech). 57th AIAA Aerospace Sciences Meeting (SciTech). San Diego, CA: AIAA; 2019.PDF icon mdolab_preprint.pdf (3.38 MB) PDF File BibTex Google Scholar
He P, Mader CA, Martins JRRA, Maki KJ. An Object-oriented Framework for Rapid Discrete Adjoint Development using OpenFOAM. In: AIAA Science and Technology Forum (SciTech). AIAA Science and Technology Forum (SciTech). ; 2019.PDF icon AIAA_SciTech2019_He_et_al.pdf (3.76 MB) PDF File BibTex Google Scholar
Jasa JP, Gray JS, Seidel JA, Mader CA, Martins JRRA. Multipoint Optimization of a Variable Cycle Engine Using Gradient-based Optimization. In: 57th AIAA Aerospace Sciences Meeting, AIAA SciTech Forum. 57th AIAA Aerospace Sciences Meeting, AIAA SciTech Forum. San Diego, CA: AIAA; 2019.PDF icon jasa_scitech_2019_submitted.pdf (1012.9 KB) DOI DOI:10.2514/6.2019-0172 PDF File BibTex Google Scholar
Jonsson E, Mader CA, Kennedy GJ, Martins JRRA. Computational Modeling of Flutter Constraint for High-Fidelity Aerostructural Optimization. In: AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. San Diego, CA: AIAA; 2019.PDF icon 6.2019-2354.pdf (3.82 MB) DOI DOI:10.2514/6.2019-2354 PDF File BibTex Google Scholar
Mangano M, Martins JRRA. Multipoint Aerodynamic Shape Optimization for Subsonic and Supersonic Regimes. In: 2019 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. 2019 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference. ; 2019.PDF icon Multipoint Aerodynamic Shape Oprimization for Supersonic and Subsonic Regimes - Mangano-Martins-SciTech-2019.pdf (6.69 MB) PDF File BibTex Google Scholar

Pages

Subscribe to