Jacob B. Schroder

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 34

Top Topics

Neural Network Training

Top Venues

SIAM J. Sci. Comput.

Comput. Vis. Sci.

Numer. Linear Algebra Appl.

Publications

Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Parallel-in-time solution of hyperbolic PDE systems via characteristic-variable block preconditioning. CoRR (2024)
Ahsan Ali, James J. Brannick, Karsten Kahl, Oliver A. Krzysik, Jacob B. Schroder, Ben S. Southworth
Generalized Optimal AMG Convergence Theory for Nonsymmetric and Indefinite Problems. CoRR (2024)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Parallel-in-time solution of scalar nonlinear conservation laws. CoRR (2024)
Nathan Bell, Luke N. Olson, Jacob B. Schroder, Ben S. Southworth
PyAMG: Algebraic Multigrid Solvers in Python. J. Open Source Softw. 8 (88) (2023)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Efficient Multigrid Reduction-in-Time for Method-of-Lines Discretizations of Linear Advection. J. Sci. Comput. 96 (1) (2023)
Carlo Janna, Andrea Franceschini, Jacob B. Schroder, Luke N. Olson
Parallel Energy-Minimization Prolongation for Algebraic Multigrid. SIAM J. Sci. Comput. 45 (5) (2023)
David A. Vargas, Robert D. Falgout, Stefanie Günther, Jacob B. Schroder
Multigrid Reduction in Time for Chaotic Dynamical Systems. SIAM J. Sci. Comput. 45 (4) (2023)
Federico Danieli, Ben S. Southworth, Jacob B. Schroder
Space-Time Block Preconditioning for Incompressible Resistive Magnetohydrodynamics. CoRR (2023)
Ahsan Ali, James J. Brannick, Karsten Kahl, Oliver A. Krzysik, Jacob B. Schroder, Ben S. Southworth
Constrained Local Approximate Ideal Restriction for Advection-Diffusion Problems. CoRR (2023)
Masumi Sugiyama, Jacob B. Schroder, Ben S. Southworth, Stephanie Friedhoff
Weighted relaxation for multigrid reduction in time. Numer. Linear Algebra Appl. 30 (1) (2023)
Carlo Janna, Andrea Franceschini, Jacob B. Schroder, Luke N. Olson
Parallel Energy-Minimization Prolongation for Algebraic Multigrid. CoRR (2022)
David A. Vargas, Robert D. Falgout, Stefanie Günther, Jacob B. Schroder
Multigrid Reduction in Time for Chaotic Dynamical Systems. CoRR (2022)
Hans De Sterck, Robert D. Falgout, Oliver A. Krzysik, Jacob B. Schroder
Efficient multigrid reduction-in-time for method-of-lines discretizations of linear advection. CoRR (2022)
Nathan Bell, Luke N. Olson, Jacob B. Schroder
PyAMG: Algebraic Multigrid Solvers in Python. J. Open Source Softw. 7 (72) (2022)
David A. Vargas, Robert D. Falgout, Stefanie Günther, Jacob B. Schroder
Toward Parallel in Time for Chaotic Dynamical Systems. CoRR (2022)
Andreas Hessenthaler, Robert D. Falgout, Jacob B. Schroder, Adelaide de Vecchi, David Nordsletten, Oliver Röhrle
Time-periodic steady-state solution of fluid-structure interaction and cardiac flow problems through multigrid-reduction-in-time. CoRR (2021)
Masumi Sugiyama, Jacob B. Schroder, Ben S. Southworth, Stephanie Friedhoff
Weighted Relaxation for Multigrid Reduction in Time. CoRR (2021)
Stefanie Günther, Lars Ruthotto, Jacob B. Schroder, Eric C. Cyr, Nicolas R. Gauger
Layer-Parallel Training of Deep Residual Neural Networks. SIAM J. Math. Data Sci. 2 (1) (2020)
Andreas Hessenthaler, Ben S. Southworth, David Nordsletten, Oliver Röhrle, Robert D. Falgout, Jacob B. Schroder
Multilevel Convergence Analysis of Multigrid-Reduction-in-Time. SIAM J. Sci. Comput. 42 (2) (2020)
Eric C. Cyr, Stefanie Günther, Jacob B. Schroder
Multilevel Initialization for Layer-Parallel Deep Neural Network Training. CoRR (2019)
Alexander J. M. Howse, Hans De Sterck, Robert D. Falgout, Scott MacLachlan, Jacob B. Schroder
Parallel-In-Time Multigrid with Adaptive Spatial Coarsening for The Linear Advection and Inviscid Burgers Equations. SIAM J. Sci. Comput. 41 (1) (2019)
Stefanie Günther, Nicolas R. Gauger, Jacob B. Schroder
A non-intrusive parallel-in-time approach for simultaneous optimization with unsteady PDEs. Optim. Methods Softw. 34 (6) (2019)
Stefanie Günther, Nicolas R. Gauger, Jacob B. Schroder
A non-intrusive parallel-in-time adjoint solver with the XBraid library. Comput. Vis. Sci. 19 (3-4) (2018)
Andreas Hessenthaler, David Nordsletten, Oliver Röhrle, Jacob B. Schroder, Robert D. Falgout
Convergence of the multigrid reduction in time algorithm for the linear elasticity equations. Numer. Linear Algebra Appl. 25 (3) (2018)
Stefanie Günther, Lars Ruthotto, Jacob B. Schroder, Eric C. Cyr, Nicolas R. Gauger
Layer-Parallel Training of Deep Residual Neural Networks. CoRR (2018)
Veselin Dobrev, Tzanio V. Kolev, N. Anders Petersson, Jacob B. Schroder
Two-Level Convergence Theory for Multigrid Reduction in Time (MGRIT). SIAM J. Sci. Comput. 39 (5) (2017)
Jacob B. Schroder
Parallelizing Over Artificial Neural Network Training Runs with Multigrid. CoRR (2017)
Thomas A. Manteuffel, Luke N. Olson, Jacob B. Schroder, Ben S. Southworth
A Root-Node-Based Algebraic Multigrid Method. SIAM J. Sci. Comput. 39 (5) (2017)
Robert D. Falgout, Thomas A. Manteuffel, Ben O'Neill, Jacob B. Schroder
Multigrid Reduction in Time for Nonlinear Parabolic Problems: A Case Study. SIAM J. Sci. Comput. 39 (5) (2017)
Robert D. Falgout, Stephanie Friedhoff, Tzanio V. Kolev, Scott P. MacLachlan, Jacob B. Schroder, Stefan Vandewalle
Multigrid methods with space-time concurrency. Comput. Vis. Sci. 18 (4-5) (2017)
Amanda Bienz, Robert D. Falgout, William Gropp, Luke N. Olson, Jacob B. Schroder
Reducing Parallel Communication in Algebraic Multigrid through Sparsification. SIAM J. Sci. Comput. 38 (5) (2016)
Hormozd Gahvari, Veselin A. Dobrev, Robert D. Falgout, Tzanio V. Kolev, Jacob B. Schroder, Martin Schulz, Ulrike Meier Yang
A Performance Model for Allocating the Parallelism in a Multigrid-in-Time Solver. PMBS@SC (2016)
Amanda Bienz, Robert D. Falgout, William Gropp, Luke N. Olson, Jacob B. Schroder
Reducing Parallel Communication in Algebraic Multigrid through Sparsification. CoRR (2015)
Christian Ketelsen, Tom Manteuffel, Jacob B. Schroder
Least-Squares Finite Element Discretization of the Neutron Transport Equation in Spherical Geometry. SIAM J. Sci. Comput. 37 (5) (2015)
Robert D. Falgout, Jacob B. Schroder
Non-Galerkin Coarse Grids for Algebraic Multigrid. SIAM J. Sci. Comput. 36 (3) (2014)
Robert D. Falgout, Stephanie Friedhoff, Tzanio V. Kolev, Scott P. MacLachlan, Jacob B. Schroder
Parallel Time Integration with Multigrid. SIAM J. Sci. Comput. 36 (6) (2014)
Jacob B. Schroder
Smoothed aggregation solvers for anisotropic diffusion. Numer. Linear Algebra Appl. 19 (2) (2012)
Luke N. Olson, Jacob B. Schroder, Raymond S. Tuminaro
A General Interpolation Strategy for Algebraic Multigrid Using Energy Minimization. SIAM J. Sci. Comput. 33 (2) (2011)
Luke N. Olson, Jacob B. Schroder
Smoothed aggregation multigrid solvers for high-order discontinuous Galerkin methods for elliptic problems. J. Comput. Phys. 230 (18) (2011)
Luke N. Olson, Jacob B. Schroder, Raymond S. Tuminaro
A new perspective on strength measures in algebraic multigrid. Numer. Linear Algebra Appl. 17 (4) (2010)
Luke N. Olson, Jacob B. Schroder
Smoothed aggregation for Helmholtz problems. Numer. Linear Algebra Appl. 17 (2-3) (2010)