Publications

(2020). Training neural networks under physical constraints using a stochastic augmented Lagrangian approach. J of Comp Phys.

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(2020). Encoder-decoder neural network for solving the nonlinear Fokker-Planck-Landau collision operator in XGC. J of Plasma Phys.

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(2020). Error-tolerant Multisecant Method for Nonlinearly Constrained Optimization. Opt and Eng.

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(2019). Preconditioning Nonlinear Conjugate Gradient with Diagonalized Quasi-Newton. PASC 2019.

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(2018). Enabling Modular Aerostructural Optimization: Individual Discipline Feasible without the Jacobians. AIAA AVIATION 2018.

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(2017). Matrix-free algorithm for the optimization of multidisciplinary systems. Struct Multidisc Optim.

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(2016). Kona: A Parallel Optimization Library for Engineering-Design Problems. AIAA SciTech 2016.

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(2015). Comparison of inexact- and Quasi-Newton Algorithms for Aerodynamic Shape Optimization. AIAA SciTech 2015.

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