Joaquim R. R. A. Martins

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 18

Top Topics

Inverted Pendulum

Gaussian Process

Multidisciplinary Design Optimization

Optimal Control

Top Venues

J. Comput. Phys.

Adv. Eng. Softw.

J. Open Source Softw.

Publications

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)
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)
Mohammad Reza Amini, Boxi Jiang, Yingqian Liao, Kartik Naik, Joaquim R. R. A. Martins, Jing Sun
Control Co-design of a Hydrokinetic Turbine: A Comparative Study of Open-loop Optimal Control and Feedback Control. ACC (2023)
Hannah M. Hajdik, Anil Yildirim, Neil Wu, Benjamin J. Brelje, Sabet Seraj, Marco Mangano, Joshua L. Anibal, Eirikur Jonsson, Eytan J. Adler, Charles A. Mader, Gaetan K. W. Kenway, Joaquim R. R. A. Martins
pyGeo: A geometry package for multidisciplinary design optimization. J. Open Source Softw. 8 (87) (2023)
Mohammad Reza Amini, Boxi Jiang, Yingqian Liao, Kartik Naik, Joaquim R. R. A. Martins, Jing Sun
Control Co-design of a Hydrokinetic Turbine: A Comparative Study of Open-loop Optimal Control and Feedback Control. CoRR (2023)
Sabet Seraj, Anil Yildirim, Joshua L. Anibal, Joaquim R. R. A. Martins
Dissipation and time step scaling strategies for low and high Mach number flows. J. Comput. Phys. 491 (2023)
Boxi Jiang, Mohammad Reza Amini, Yingqian Liao, Joaquim R. R. A. Martins, Jing Sun
Control Co-design of a Hydrokinetic Turbine with Open-loop Optimal Control. CoRR (2022)
Jichao Li, Xiaosong Du, Joaquim R. R. A. Martins
Machine Learning in Aerodynamic Shape Optimization. CoRR (2022)
Thomas O'Leary-Roseberry, Xiaosong Du, Anirban Chaudhuri, Joaquim R. R. A. Martins, Karen Willcox, Omar Ghattas
Adaptive Projected Residual Networks for Learning Parametric Maps from Sparse Data. CoRR (2021)
Donald R. Jones, Joaquim R. R. A. Martins
The DIRECT algorithm: 25 years Later. J. Glob. Optim. 79 (3) (2021)
Anil Yildirim, Charles A. Mader, Joaquim R. R. A. Martins
Accelerating parallel CFD codes on modern vector processors using blockettes. PASC (2021)
Neil Wu, Gaetan K. W. Kenway, Charles A. Mader, John Jasa, Joaquim R. R. A. Martins
pyOptSparse: A Python framework for large-scale constrained nonlinear optimization of sparse systems. J. Open Source Softw. 5 (54) (2020)
Charles A. Mader, Gaetan K. W. Kenway, Anil Yildirim, Joaquim R. R. A. Martins
ADflow: An Open-Source Computational Fluid Dynamics Solver for Aerodynamic and Multidisciplinary Optimization. J. Aerosp. Inf. Syst. 17 (9) (2020)
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)
Anil Yildirim, Gaetan K. W. Kenway, Charles A. Mader, Joaquim R. R. A. Martins
A Jacobian-free approximate Newton-Krylov startup strategy for RANS simulations. J. Comput. Phys. 397 (2019)
Mohamed Amine Bouhlel, Joaquim R. R. A. Martins
Gradient-enhanced kriging for high-dimensional problems. Eng. Comput. 35 (1) (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)
Mohamed Amine Bouhlel, Joaquim R. R. A. Martins
Gradient-enhanced kriging for high-dimensional problems. CoRR (2017)
Joaquim R. R. A. Martins, Christopher Marriage, Nathan Tedford
pyMDO: An Object-Oriented Framework for Multidisciplinary Design Optimization. ACM Trans. Math. Softw. 36 (4) (2009)
Joaquim R. R. A. Martins, Peter Sturdza, Juan J. Alonso
The complex-step derivative approximation. ACM Trans. Math. Softw. 29 (3) (2003)