Alp Dener
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PETSc users manual
S Balay, S Abhyankar, M Adams, J Brown, P Brune, K Buschelman, ...
Argonne National Laboratory, 2019
Revisiting individual discipline feasible using matrix-free Inexact-Newton-Krylov
A Dener, JE Hicken
10th AIAA Multidisciplinary Design Optimization Conference, 0110, 2014
Accelerating limited-memory quasi-Newton convergence for large-scale optimization
A Dener, T Munson
International Conference on Computational Science, 495-507, 2019
TAO 3.10 Users Manual
A Dener, AR Denchfield, T Munson, J Sarich, S Wild, SA Benson, ...
Argonne National Lab.(ANL), Argonne, IL (United States), 2018
Matrix-free algorithm for the optimization of multidisciplinary systems
A Dener, JE Hicken
Structural and Multidisciplinary Optimization, 2017
Comparison of inexact-and quasi-newton algorithms for aerodynamic shape optimization
A Dener, GK Kenway, Z Lyu, JE Hicken, J Martins
53rd AIAA Aerospace Sciences Meeting, 2015
A flexible iterative solver for nonconvex, equality-constrained quadratic subproblems
JE Hicken, A Dener
SIAM Journal on Scientific Computing 37 (4), A1801-A1824, 2015
Kona: a parallel optimization library for engineering-design problems
A Dener, P Meng, JE Hicken, G Kennedy, J Hwang, JS Gray
57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2016
Encoder-decoder neural network for solving the nonlinear Fokker-Planck-Landau collision operator in XGC
MA Miller, RM Churchill, A Dener, CS Chang, T Munson, R Hager
arXiv preprint arXiv:2009.06534, 2020
Toward Performance-Portable PETSc for GPU-based Exascale Systems
RT Mills, MF Adams, S Balay, J Brown, A Dener, M Knepley, SE Kruger, ...
arXiv preprint arXiv:2011.00715, 2020
Training neural networks under physical constraints using a stochastic augmented Lagrangian approach
A Dener, MA Miller, RM Churchill, T Munson, CS Chang
arXiv preprint arXiv:2009.07330, 2020
Enabling modular aerostructural optimization: individual discipline feasible without the Jacobians
A Dener, JE Hicken, GK Kenway, JRRA Martins
2018 Multidisciplinary Analysis and Optimization Conference, 3570, 2018
Error-tolerant multisecant method for nonlinearly constrained optimization
JE Hicken, P Meng, A Dener
arXiv preprint arXiv:1709.06985, 2017
Accelerating Kinetic Simulations of the Tokamak Edge Utilizing Encoder-Decoder Neural Networks to Solve the Nonlinear Fokker-Planck Collision Operator
M Churchill, A Miller, A Dener, C Chang, T Munson, R Hager
Bulletin of the American Physical Society, 2020
Investigating Quasi-Newton Compact Dense Representations on GPUs
A Dener, T Munson, L Seminar
Preconditioning Nonlinear Conjugate Gradient with Diagonalized Quasi-Newton
A Dener, A Denchfield, T Munson
Proceedings of the Platform for Advanced Scientific Computing Conference, 1-7, 2019
A Modular Matrix-Free Approach to Multidisciplinary Design Optimization
A Dener
Rensselaer Polytechnic Institute, 2017
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