Jonathan J. Hu

Shreyas Bidadi, Michael Brazell, Nicholas Brunhart-Lupo, Marc Henry de Frahan, Dong Lee, Jonathan Hu, Jeremy Melvin, Paul Mullowney, Ganesh Vijayakumar, Robert Moser, Jon Rood, Philip Sakievich, Ashesh Sharma, Alan Williams, Michael Sprague, (2022). Demonstrate multi-turbine simulation with hybrid-structured / unstructured-moving-grid software stack running primarily on GPUs and propose improvements for successful KPP-2 https://doi.org/10.2172/1891592 Publication ID: 80344

Paul Crozier, Christiane Adcock, Shreyas Ananthan, Luc Berger-Vergiat, Michael Brazell, Nicholas Brunhart-Lupo, Marc Henry de Frahan, Jonathan Hu, Robert Knaus, Jeremy Melvin, Bob Moser, Paul Mullowney, Jon Rood, Ashesh Sharma, Stephen Thomas, Ganesh Vijayakumar, Alan Williams, Robert Wilson, Ichitaro Yamazaki, Michael Sprague, (2021). Harnessing exascale for whole wind farm high-fidelity simulations to improve wind farm efficiency https://doi.org/10.2172/1897371 Publication ID: 76713

Christiane Adcock, Shreyas Ananthan, Luc Berger-Vergiat, Michael Brazell, Nicholas Brunhart-Lupo, Jonathan Hu, Robert Knaus, Jeremy Melvin, Bob Moser, Paul Mullowney, Jon Rood, Ashesh Sharma, Stephen Thomas, Ganesh Vijayakumar, Alan Williams, Robert Wilson, Ichitaro Yamazaki, Michael Sprague, (2021). FY2021 Q4: Demonstrate moving-grid multi-turbine simulations primarily run on GPUs and propose improvements for successful KPP-2 [Slides] https://doi.org/10.2172/1855023 Publication ID: 76109

Christiane Adcock, Shreyas Ananthan, Luc Berget-Vergiat, Michael Brazell, Nicholas Brunhart-Lupo, Jonathan Hu, Robert Knaus, Jeremy Melvin, Bob Moser, Paul Mullowney, Jon Rood, Ashesh Sharma, Stephen Thomas, Ganesh Vijayakumar, Alan Williams, Robert Wilson, Ichitaro Yamazaki, Michael Sprague, (2021). Demonstrate moving-grid multi-turbine simulations primarily run on GPUs and propose improvements for successful KPP-2 https://doi.org/10.2172/1855025 Publication ID: 76110

Jonathan Hu, Christian Glusa, (2021). Recent Advances in Maxwell Solvers for PIC Simulations Across Architectures https://doi.org/10.2172/1888437 Publication ID: 79110

Peter Ohm, Raymond Tuminaro, Jonathan Hu, John Shadid, Eric Cyr, Tobias Wiesner, (2021). An Algebraic Monolithic Method for Volume-coupled Multiphysics Problems https://doi.org/10.2172/1872519 Publication ID: 78786

Michael Sprague, Shreyas Ananthan, Roba Binyahib, Michael Brazell, Marc de Frahan, Ryan King, Paul Mullowney, Jon Rood, Ashesh Sharma, Stephen Thomas, Ganesh Vijayakumar, Paul Crozier, Luc Berger-Vergiat, Lawrence Cheung, David Dement, N. Develder, David Glaze, Jonathan Hu, Robert Knaus, Dong Lee, Neil Matula, Tolulope Okusanya, James Overfelt, Sivasankaran Rajamanickam, Philip Sakievich, Timothy Smith, Johnathan Vo, Alan Williams, Ichitaro Yamazaki, William Turner, Andrey Prokopenko, Robert Wilson, Moser, Jeremy Melvin, Sitaraman, (2021). ExaWind: Exascale Predictive Wind Plant Flow Physics Modeling https://doi.org/10.2172/1863503 Publication ID: 78075

Peter Ohm, Raymond Tuminaro, John Shadid, Jonathan Hu, Tobias Wiesner, Eric Cyr, (2021). A Monolithic Algebraic Multigrid Approach for Coupled Multiphysics Problems using the MueLu Framework https://doi.org/10.2172/1861027 Publication ID: 77864

Peter Ohm, Raymond Tuminaro, John Shadid, Jonathan Hu, Tobias Wiesner, (2021). An Algebraic Monolithic Method for Volume-coupled Multiphysics Problems https://doi.org/10.2172/1854312 Publication ID: 77446

Luc Berger-Vergiat, Jonathan Hu, Christian Glusa, Christopher Siefert, (2021). Portability of Nalu-Wind using Trilinos and Kokkos Libraries https://doi.org/10.2172/1854321 Publication ID: 77462

Karen Devine, Geoffrey Danielson, Timothy Fuller, Jonathan Hu, Brian Kelley, Kyungjoo Kim, Christopher Siefert, Timothy Smith, (2021). Removal of the UVM Requirement from Tpetra: MultiVector and BlockMultiVector https://www.osti.gov/servlets/purl/1854709 Publication ID: 77532

Jonathan Hu, (2021). Performance Portability in Sandia Mission Applications and Kokkos Ecosystem Updates https://doi.org/10.2172/1847567 Publication ID: 77270

Jonathan Hu, Christian Glusa, (2020). One slide overviews of the Belos and MueLu Libraries in Trilinos https://www.osti.gov/servlets/purl/1810699 Publication ID: 74210

Jonathan Hu, Christian Glusa, Stan Moore, Paul Lin, Edward Phillips, Matthew Bettencourt, James Elliott, Christopher Siefert, Sivasankaran Rajamanickam, (2020). Linear Solvers for Plasma Simulations on Advanced Architectures https://www.osti.gov/servlets/purl/1765804 Publication ID: 72530

Luc Berger-Vergiat, Jonathan Hu, Raymond Tuminaro, Christopher Siefert, Christian Glusa, (2020). MueLu’s Algorithmic Performance on GPU https://www.osti.gov/servlets/purl/1766725 Publication ID: 72589

Christopher Siefert, Karen Devine, Mark Hoemmen, Jonathan Hu, Brian Kelley, (2020). State of the Tpetra Linear Solver Stack https://www.osti.gov/servlets/purl/1764665 Publication ID: 72400

M. Sprague, S. Ananthan, M. Brazell, A. Glaws, M. De Frahan, R. King, M. Natarajan, J. Rood, A. Sharma, K. Sirydowicz, Thomas S., G. Vijaykumar, S. Yellapantula, Paul Crozier, Luc Berger-Vergiat, Lawrence Cheung, David Glaze, Jonathan Hu, Robert Knaus, Dong Lee, Tolulope Okusanya, James Overfelt, Sivasankaran Rajamanickam, Philip Sakievich, Timothy Smith, Johnathan Vo, Alan Williams, Ichitaro Yamazaki, J. Turner, A. Prokopenko, R. Wilson, R. Moser, J. Melvin, J Sitaraman, (2020). ExaWind: Exascale Predictive Wind Plant Flow Physics Modeling https://www.osti.gov/servlets/purl/1764343 Publication ID: 71726

Luc Berger-Vergiat, Jonathan Hu, Sivasankaran Rajamanickam, Ichitaro Yamazaki, (2019). Trilinos linear solvers group update https://www.osti.gov/servlets/purl/1646404 Publication ID: 66617

Christian Glusa, Christian Glusa, Jonathan Hu, Jonathan Hu, (2019). Krylov Solvers and Algebraic Multigrid https://www.osti.gov/servlets/purl/1645719 Publication ID: 70301

Raymond Tuminaro, John Shadid, Eric Cyr, Paul Lin, Roger Pawlowski, Edward Phillips, Tobias Wiesner, James Adler, Tom Benson, Luis Chacon, Patrick Farrell, Ari Rappaport, Scott MacLachlan, Jonathan Hu, Luc Berger-Vergiat, Christian Glusa, Christopher Siefert, (2019). Scalable Preconditioners to Improve Time to Solution for Magnetohydrodynamics Applications https://www.osti.gov/servlets/purl/1645823 Publication ID: 70609

Jonathan Hu, Christian Glusa, (2019). Overview of the Trilinos packages Belos and MueLu https://www.osti.gov/servlets/purl/1645691 Publication ID: 70195

Jonathan Hu, (2019). MueLu: A Portable High Performance C++ Multigrid Preconditioning Library https://www.osti.gov/servlets/purl/1641150 Publication ID: 69708

Sivasankaran Rajamanickam, Jonathan Hu, Ulrike Yang, (2019). Kokkos Kernels and Trilinos Solvers in FASTMath https://www.osti.gov/servlets/purl/1641168 Publication ID: 69763

Sivasankaran Rajamanickam, Ian Bogle, Jonathan Hu, Karen Devine, George Slota, Mauro Perego, Kyungjoo Kim, (2019). FASTMath: Kokkos Kernels and Linear Solvers https://www.osti.gov/servlets/purl/1641222 Publication ID: 69817

Luc Berger-Vergiat, Jonathan Hu, (2019). Trilinos Multigrid Solvers https://www.osti.gov/servlets/purl/1641018 Publication ID: 69508

Luc Berger-Vergiat, Sivasankaran Rajamanickam, Jonathan Hu, Christopher Luchini, (2019). ExaWind https://www.osti.gov/servlets/purl/1648772 Publication ID: 68264

Luc Berger-Vergiat, Raymond Tuminaro, Jonathan Hu, Christopher Siefert, (2019). A multigrid approach to solve hypersonic flow problems https://www.osti.gov/servlets/purl/1602113 Publication ID: 67099

Jonathan Hu, Christian Glusa, Paul Lin, Edward Phillips, James Elliott, Christopher Siefert, Sivasankaran Rajamanickam, (2019). Large Scale Parallel Solution Methods for Electromagnetic Simulations https://www.osti.gov/servlets/purl/1602925 Publication ID: 67190

Jonathan Hu, Sivasankaran Rajamanickam, (2019). Trilinos Scalable Solvers and Kokkos Kernels https://www.osti.gov/servlets/purl/1592284 Publication ID: 64303

Luc Berger-Vergiat, Christian Glusa, Jonathan Hu, Christopher Siefert, Raymond Tuminaro, Mayr Matthias, Prokopenko Andrey, Wiesner Tobias, (2019). MueLu User’s Guide https://doi.org/10.2172/1491860 Publication ID: 64392

Raymond Tuminaro, Jonathan Hu, Christopher Siefert, Luc Berger-Vergiat, Mattias Mayr, (2019). Non-invasive Semi-Structured Multigrid on Advanced Architectures https://www.osti.gov/servlets/purl/1595907 Publication ID: 64466

Raymond Tuminaro, Luc Berger-Vergiat, Jonathan Hu, Christopher Siefert, Matthias Mayr, (2019). Non-invasive Semi-Structured Multigrid on Advanced Architectures https://www.osti.gov/servlets/purl/1595908 Publication ID: 64467

Michael Sprague, Shreyas Ananthan, Kenny Gruchalla, michael lawson, Jon Rood, K. Swirydowicz, Steve Thomas, Ganesh Vijayakumar, Paul Crozier, Clark Dohrmann, Jonathan Hu, Alan Williams, John Turner, A. Prokopenko, Robert Moser, J. Melvin, (2019). ExaWind: Exascale Predictive Wind Plant Flow Physics Modeling https://www.osti.gov/servlets/purl/1591992 Publication ID: 64239

Sivasankaran Rajamanickam, Jonathan Hu, Karen Devine, Michael Wolf, (2018). Trilinos Framework and Solvers https://www.osti.gov/servlets/purl/1575986 Publication ID: 60317

Andrey Prokopenko, Stephen Thomas, Kasia Swirydowicz, Shreyas Ananthan, Jonathan Hu, Alan Williams, Michael Sprague, (2018). Deploy threading in Nalu solver stack https://doi.org/10.2172/1481562 Publication ID: 59815

Matthew Bettencourt, Richard Kramer, Keith Cartwright, Edward Phillips, Curtis Ober, Roger Pawlowski, Matthew Swan, Irina Tezaur, Eric Phipps, Sidafa Conde, Eric Cyr, Craig Ulmer, Todd Kordenbrock, Scott Levy, Gary Templet, Jonathan Hu, Paul Lin, Christian Glusa, Christopher Siefert, Micheal Glass, (2018). ASC ATDM Level 2 Milestone #6358: Assess Status of Next Generation Components and Physics Models in EMPIRE https://doi.org/10.2172/1493832 Publication ID: 58868

Luc Berger-Vergiat, Jonathan Hu, Christopher Siefert, (2018). On node parallel aggregation for AMG https://www.osti.gov/servlets/purl/1568997 Publication ID: 63005

Sivasankaran Rajamanickam, Mehmet Deveci, Kyungjoo Kim, Nathan Ellingwood, Christian Trott, Jonathan Hu, (2018). KokkosKernels Overview https://www.osti.gov/servlets/purl/1574269 Publication ID: 63474

Andrey Prokopenko, Stephen Thomas, Kasia Swirydowicz, Shreyas Ananthan, Jonathan Hu, Alan Williams, Michael Sprague, (2018). Deploy threading in Nalu solver stack https://doi.org/10.2172/1460054 Publication ID: 62968

Jonathan Hu, Stephen Thomas, Clark Dohrmann, Shreyas Ananthan, Stefan Domino, Alan Williams, Michael Sprague, (2018). Decrease time-to-solution through improved linear-system setup and solve https://doi.org/10.2172/1458348 Publication ID: 62771

Jonathan Hu, (2018). Multigrid Solvers in Trilinos https://www.osti.gov/servlets/purl/1524833 Publication ID: 62345

Jonathan Hu, Luc Berger-Vergiat, Raymond Tuminaro, (2018). Solvers for Hypersonic Flow Applications https://www.osti.gov/servlets/purl/1806942 Publication ID: 61558

Stephen Thomas, Shreyas Ananthan, Shashank Yellapantula, Jonathan Hu, Michael Sprague, (2018). High-fidelity simulation of wind-turbine incompressible flows with classical and aggregation AMG preconditioners https://www.osti.gov/servlets/purl/1504323 Publication ID: 61301

Jonathan Hu, Stephen Thomas, Clark Dohrmann, Shreyas Ananthan, Stefan Domino, Alan Williams, Michael Sprague, (2018). Decrease time-to-solution through improved linear-system setup and solve https://doi.org/10.2172/1431236 Publication ID: 61353

Raymond Tuminaro, Jonathan Hu, Christopher Siefert, Luc Berger-Vergiat, Matthias Mayr, (2018). Leveraging Problem Structure within Multilevel Solvers to Improve Robustness & Performance on Advanced Architectures https://www.osti.gov/servlets/purl/1497567 Publication ID: 60831

James Elliott, Christopher Siefert, Jonathan Hu, (2018). Trilinos Performance on Knights Landing https://www.osti.gov/servlets/purl/1495773 Publication ID: 60598

Marta D’Elia, Eric Phipps, Harold Edwards, Jonathan Hu, Sivasankaran Rajamanickam, (2018). Ensemble Grouping Strategies for Embedded Stochastic Collocation Methods Applied to Anisotropic Diffusion Problems SIAM/ASA Journal on Uncertainty Quantification https://doi.org/10.1137/16m1066324 Publication ID: 58096

Jonathan Hu, (2018). ECP ALCC Quarterly Report (Oct-Dec 2017) https://doi.org/10.2172/1513455 Publication ID: 58665

Paul Lin, John Shadid, Edward Phillips, Jonathan Hu, Eric Cyr, Roger Pawlowski, (2017). Towards Scalable AMG-based Preconditioners for MHD and Multifluid Plasma Simulations https://www.osti.gov/servlets/purl/1513626 Publication ID: 57132

Paul Lin, John Shadid, Edward Phillips, Jonathan Hu, Eric Cyr, Roger Pawlowski, Paul Tsuji, David Sondak, (2017). Algorithmic aspects and performance of AMG-based preconditioning for an implicit FE VMS resistive MHD model https://www.osti.gov/servlets/purl/1458094 Publication ID: 56598

Tobias Wiesner, Jonathan Hu, John Shadid, (2017). Multigrid for multiphysics using the MueLu framework https://www.osti.gov/servlets/purl/1458131 Publication ID: 56643

Christopher Siefert, Jonathan Hu, Nathan Roberts, (2017). Towards a More Algebraic hp-Multigrid https://www.osti.gov/servlets/purl/1456438 Publication ID: 55665

Jonathan Hu, Karen Devine, Mark Hoemmen, Paul Lin, Sivasankaran Rajamanickam, Nathan Roberts, Christopher Siefert, Christian Trott, Andrey Prokopenko, (2017). Enabling Low Mach Fluid Simulations Using Trilinos https://www.osti.gov/servlets/purl/1426612 Publication ID: 55317

Tobias Wiesner, John Shadid, Eric Cyr, Jonathan Hu, Raymond Tuminaro, (2017). MueLu – a multigrid framework for multiphysics preconditioners https://www.osti.gov/servlets/purl/1456404 Publication ID: 55598

Aytekin Gel, Jonathan Hu, El Ould-Ahmed-Vall, Alexander Kalinkin, (2017). Modernization and optimization of a legacy open-source CFD code for high-performance computing architectures International Journal of Computational Fluid Dynamics https://doi.org/10.1080/10618562.2017.1285398 Publication ID: 45669

Paul Lin, John Shadid, Edward Phillips, Jonathan Hu, Eric Cyr, Roger Pawlowski, Andrey Prokopenko, Paul Tsuji, (2017). Performance of Scalable AMG-based Preconditioners for MHD and Multifluid Plasma Simulations https://www.osti.gov/servlets/purl/1424884 Publication ID: 55148

Tobias Wiesner, Raymond Tuminaro, Eric Cyr, John Shadid, Jonathan Hu, (2017). Multiphysics Preconditioning with the MueLu Multigrid Library https://www.osti.gov/servlets/purl/1458245 Publication ID: 54996

Sivasankaran Rajamanickam, Karen Devine, Jonathan Hu, Mark Hoemmen, (2016). Trilinos NGP Planning https://www.osti.gov/servlets/purl/1406938 Publication ID: 47465

Raymond Tuminaro, Eric Cyr, John Shadid, David Noble, Luc Berger-Vergiat, Jonathan Hu, Andrey Prokopenko, Christopher Siefert, Tobias Wiesner, Mauro Perego, Andrew Salinger, Irina Tezaur, Stephen Price, (2016). Toward Robust Scalable Algebraic Multigrid Solvers https://www.osti.gov/servlets/purl/1406967 Publication ID: 47500

Jonathan Hu, Nathan Ellingwood, S. Chen, M. Adepu, O. Mor, R. Simmons, A. Gel, H. Emady, Y. Jiao, C. Tong, (2016). Performance and Capability Improvements Towards Industrial Grade Open-Source DEM Simulation Framework with Integrated and Easy-To-Use Uncertainty Quantification https://www.osti.gov/servlets/purl/1529803 Publication ID: 51555

Paul Lin, John Shadid, Jonathan Hu, Roger Pawlowski, Eric Cyr, Andrey Prokopenko, (2016). Aspects of Large-scale Fully-coupled AMG Preconditioned FE Magnetohydrodynamic Simulations Enabled Through Trilinos https://www.osti.gov/servlets/purl/1372011 Publication ID: 51033

Jonathan Hu, Christopher Siefert, (2016). Multigrid Methods for Systems Arising from High Order Discretizations https://www.osti.gov/servlets/purl/1372208 Publication ID: 51131

Tobias Wiesner, John Shadid, Eric Cyr, Raymond Tuminaro, Jonathan Hu, (2016). Multigrid framework for multiphysics problems https://www.osti.gov/servlets/purl/1368650 Publication ID: 50605

Andrey Prokopenko, Christopher Siefert, Jonathan Hu, Mark Hoemmen, Alicia Klinvex, (2016). Ifpack2 User’s Guide 1.0 https://doi.org/10.2172/1259544 Publication ID: 50418

Andrey Prokopenko, Jonathan Hu, (2016). Speeding up multi-physics simulations through reuse of multigrid components https://www.osti.gov/servlets/purl/1365381 Publication ID: 49752

Paul Lin, John Shadid, Jonathan Hu, (2016). Performance of smoothers for algebraic multigrid preconditioners for finite element variational multiscale incompressible magnetohydrodynamics https://www.osti.gov/servlets/purl/1365070 Publication ID: 49307

Eric Phipps, Marta D’Elia, Harold Edwards, Mark Hoemmen, Jonathan Hu, Sivasankaran Rajamanickam, (2016). Embedded Ensemble Propagation for Improving Performance Portability and Scalability of Uncertainty Quantification on Emerging Computational Architectures https://www.osti.gov/servlets/purl/1348104 Publication ID: 48988

Andrey Prokopenko, Paul Lin, John Shadid, Jonathan Hu, (2016). Speeding up multi-physics simulations through reuse of multigrid components https://www.osti.gov/servlets/purl/1364816 Publication ID: 49027

Jonathan Hu, (2016). Recent Progress in Trilinos Linear Solvers https://www.osti.gov/servlets/purl/1342989 Publication ID: 46958

Grey Ballard, Christopher Siefert, Jonathan Hu, (2016). Reducing communication costs for sparse matrix multiplication within algebraic multigrid SIAM Journal on Scientific Computing https://www.osti.gov/servlets/purl/1246297 Publication ID: 42503

Tobias Wiesner, Jonathan Hu, Brian Kelley, Christopher Siefert, (2015). A new MATLAB interface to MueLu https://www.osti.gov/servlets/purl/1331844 Publication ID: 46315

Jonathan Hu, (2015). Linear and Eigen-Solver Capability Update https://www.osti.gov/servlets/purl/1331926 Publication ID: 46322

Jonathan Hu, Andrey Prokopenko, (2015). MueLu: Approaches to Next Generation Platforms https://www.osti.gov/servlets/purl/1327877 Publication ID: 45779

Christopher Siefert, Jonathan Hu, Travis Fisher, Stefan Domino, (2015). Implicit Solvers for Higher-Order Discretizations https://www.osti.gov/servlets/purl/1327223 Publication ID: 45255

Jonathan Hu, Aytekin Gel, (2015). Modernizing A Legacy Open Source CFD Code By Leveraging Scalable Parallel Preconditioners And Linear Equation Solvers https://www.osti.gov/servlets/purl/1263197 Publication ID: 44066

Paul Lin, John Shadid, Jonathan Hu, Eric Cyr, Roger Pawlowski, Andrey Prokopenko, (2015). Fully-coupled Algebraic Multigrid Preconditioning Performance for Finite Element Resistive Magnetohydrodynamics https://www.osti.gov/servlets/purl/1252928 Publication ID: 43365

Paul Lin, John Shadid, Jonathan Hu, Eric Cyr, Roger Pawlowski, Andrey Prokopenko, (2015). On the Performance of Fully-Coupled Algebraic Multigrid Preconditioning at Large-Scale: Application to FEM CFD/MHD https://www.osti.gov/servlets/purl/1249295 Publication ID: 43165

Eric Phipps, Marta D’Elia, Jonathan Hu, Sivasankaran Rajamanickam, (2015). Exploring Embedded Uncertainty Quantification Methods on Next-Generation Computer Architectures https://www.osti.gov/servlets/purl/1244446 Publication ID: 42592

Paul Lin, John Shadid, Jonathan Hu, Eric Cyr, Roger Pawlowski, Andrey Prokopenko, (2015). Performance of Algebraic Multigrid Preconditioners for Large-Scale Finite Element Simulations https://www.osti.gov/servlets/purl/1244447 Publication ID: 42593

Jonathan Hu, Christopher Siefert, Paul Atzberger, Pat Plunkett, (2015). Spatially Adaptive Stochastic Methods for Mesoscopic Fluid-Structure Interactions in Complex Geometries https://www.osti.gov/servlets/purl/1241111 Publication ID: 42350

Jonathan Hu, Andrey Prokopenko, (2015). Strategies for Reducing Setup Costs in Algebraic Multigrid https://www.osti.gov/servlets/purl/1244457 Publication ID: 42610

Marta D’Elia, Eric Phipps, Harold Edwards, Jonathan Hu, Sivasankaran Rajamanickam, (2015). Embedded Sampling?Based Uncertainty Quantification Approaches for Emerging Computer Architectures https://www.osti.gov/servlets/purl/1246872 Publication ID: 42458

Jonathan Hu, Andrey Prokopenko, (2015). MueLu: Multigrid Framework for Advanced Architectures https://www.osti.gov/servlets/purl/1246278 Publication ID: 42479

Paul Lin, Matthew Bettencourt, Stefan Domino, Travis Fisher, Mark Hoemmen, Jonathan Hu, Eric Phipps, Andrey Prokopenko, Sivasankaran Rajamanickam, Christopher Siefert, Stephen Kennon, (2014). Towards extreme-scale simulations for low mach fluids with second-generation trilinos Parallel Processing Letters https://doi.org/10.1142/S0129626414420055 Publication ID: 37671

Pat Plunkett, Jonathan Hu, Christopher Siefert, Paul Atzberger, (2014). Spatially adaptive stochastic methods for fluid-structure interactions subject to thermal fluctuations in domains with complex geometries Journal of Computational Physics https://doi.org/10.1016/j.jcp.2014.07.051 Publication ID: 46323

Jonathan Hu, (2014). Linear and Eigen-Solver Capability Area https://www.osti.gov/servlets/purl/1503795 Publication ID: 39374

Jonathan Hu, Tobias Wiesner, Andrey Prokopenko, Michael Gee, (2014). The MueLu Tutorial https://doi.org/10.2172/1172792 Publication ID: 39008

Eric Phipps, Harold Edwards, Jonathan Hu, (2014). Improving Performance of Uncertainty Quantification Methods on Advanced Computing Architectures https://www.osti.gov/servlets/purl/1241732 Publication ID: 38843

Jonathan Hu, Andrey Prokopenko, Tobias Wiesner, Christopher Siefert, Raymond Tuminaro, (2014). MueLu User’s Guid for Trilinos Version 11.12 https://doi.org/10.2172/1160320 Publication ID: 39120

Jonathan Hu, Andrey Prokopenko, (2014). Trilinos/MueLu: Node-level Parallelism https://www.osti.gov/servlets/purl/1241725 Publication ID: 38807

Eric Phipps, Harold Edwards, Jonathan Hu, (2014). Exploring Heterogeneous Multicore Architectures for Advanced Embedded Uncertainty Quantification https://doi.org/10.2172/1433072 Publication ID: 38631

Jonathan Hu, Eric Phipps, (2014). A Comparison of Algebraic Multigrid Preconditioning Approaches for Sampling-Based Uncertainty Propagation on Advanced Computing Architectures https://www.osti.gov/servlets/purl/1496090 Publication ID: 37689

Eric Phipps, Harold Edwards, Jonathan Hu, (2014). Uncertainty Quantification for Next-Generation Architectures https://www.osti.gov/servlets/purl/1497462 Publication ID: 37961

Eric Phipps, Harold Edwards, Jonathan Hu, Clayton Webster, (2014). Realizing Exascale Performance for Uncertainty Quantification https://www.osti.gov/servlets/purl/1496922 Publication ID: 37571

Paul Lin, Christopher Siefert, Eric Cyr, Matthew Bettencourt, Stefan Domino, Travis Fisher, Mark Hoemmen, Jonathan Hu, Eric Phipps, Andrey Prokopenko, Sivasankaran Rajamanickam, (2014). Towards Extreme-scale Simulations with Next-Generation Trilinos: a low Mach application case study https://doi.org/10.1109/IPDPSW.2014.166 Publication ID: 40873

Andrey Prokopenko, Jonathan Hu, Sivasankaran Rajamanickam, (2014). Improving Parallel Performance of Coarse Grids in an Algebraic Multigrid https://www.osti.gov/servlets/purl/1141909 Publication ID: 40356

Andrey Prokopenko, Jonathan Hu, Sivasankaran Rajamanickam, (2014). Reducing Coarse Grids Contention in a Parallel Algebraic Multigrid https://www.osti.gov/servlets/purl/1140543 Publication ID: 37238

Paul Lin, Sivasankaran Rajamanickam, Christopher Siefert, Matthew Bettencourt, Eric Cyr, Stefan Domino, Travis Fisher, Mark Hoemmen, Jonathan Hu, Eric Phipps, Andrey Prokopenko, (2013). Enabling extreme-scale simulations with next-generation Trilinos for Sierra low Mach fluid application code https://www.osti.gov/servlets/purl/1121283 Publication ID: 31744

Eric Phipps, Harold Edwards, Jonathan Hu, Jakob Ostien, (2013). Realizing Exascale Performance for Uncertainty Quantification https://www.osti.gov/servlets/purl/1107525 Publication ID: 35264

Raymond Tuminaro, Jonathan Hu, Andrey Prokopenko, Christopher Siefert, Paul Tsuji, Erik Boman, Eric Cyr, Paul Lin, John Shadid, (2013). Amoritzing AMG Components Across Problem Sequences https://www.osti.gov/servlets/purl/1106439 Publication ID: 35034

Andrey Prokopenko, Jonathan Hu, Raymond Tuminaro, (2013). On Parallelization of Energy Minimizing Multigrid https://www.osti.gov/servlets/purl/1113067 Publication ID: 34355

Jonathan Hu, (2013). Scaling Challenges in Multigrid Solvers https://www.osti.gov/servlets/purl/1106095 Publication ID: 34505

Andrey Prokopenko, Jonathan Hu, Raymond Tuminaro, (2013). Algebric Multigrid using Energy-Minimization in Parallel Setting https://www.osti.gov/servlets/purl/1083709 Publication ID: 34065

Raymond Tuminaro, Erik Boman, Jonathan Hu, Andrey Prokopenko, Christopher Siefert, Paul Tsuji, (2013). Toward Flexible Scalable Algebraic Multigrid Solvers https://www.osti.gov/servlets/purl/1083708 Publication ID: 34096

Eric Phipps, Harold Edwards, Jonathan Hu, Jakob Ostien, (2013). Exploring Emerging Manycore Architectures for Uncertainty Quantification Through Embedded Stochastic Galerkin Methods https://www.osti.gov/servlets/purl/1115474 Publication ID: 33942

Eric Phipps, Jonathan Hu, Harold Edwards, (2013). Realizing Exascale Performance for Uncertainty Quantification https://www.osti.gov/servlets/purl/1079546 Publication ID: 33580

Andrey Prokopenko, Jonathan Hu, Raymond Tuminaro, (2013). Energy Minimization in Parallel Setting https://www.osti.gov/servlets/purl/1145360 Publication ID: 32593

Eric Phipps, Harold Edwards, Jonathan Hu, Jakob Ostien, (2013). Exploring Emerging Manycore Architectures for Uncertainty Quantification Through Embedded Stochastic Galerkin Methods Proposed for publication in International Journal of Computer Mathematics. https://www.osti.gov/biblio/1063466 Publication ID: 31497

Jonathan Hu, (2012). MueLu ? A Flexible Parallel Multigrid Framework https://www.osti.gov/servlets/purl/1648412 Publication ID: 30869

Paul Lin, John Shadid, Raymond Tuminaro, Jonathan Hu, (2012). Towards Scalable Algebraic Multigrid Preconditioners for Parallel Drift-Diffusion and Magnetohydrodynamic Simulations https://www.osti.gov/servlets/purl/1116587 Publication ID: 29327

Eric Phipps, Harold Edwards, Jonathan Hu, (2012). Preliminary Investigations of Multi-Core Accelerated Embedded Uncertainty Quantification https://www.osti.gov/biblio/1068443 Publication ID: 27299

Raymond Tuminaro, Jonathan Hu, (2012). Energy Minimizing AMG for Problem Sequences: Adaptation to Applications and Advanced Architectures https://www.osti.gov/biblio/1068433 Publication ID: 27302

Paul Lin, John Shadid, Raymond Tuminaro, Jonathan Hu, (2011). HIgh Fidelity Semiconductor Device Simulations on Massively Parallel Platforms https://www.osti.gov/servlets/purl/1118478 Publication ID: 25448

Jonathan Hu, Jeremie Gaidamour, Christopher Siefert, Raymond Tuminaro, (2011). Algebraic Multigrid for Systems of PDEs Based on Energy Minimization Principles https://www.osti.gov/servlets/purl/1140298 Publication ID: 23525

Jeremie Gaidamour, Jonathan Hu, Raymond Tuminaro, Christopher Siefert, (2011). MueMat: a MATLAB Toolbox to Experiment with New Multigrid Preconditioners https://www.osti.gov/servlets/purl/1140699 Publication ID: 23531

Raymond Tuminaro, Jeremie Gaidamour, Axel Gerstenberger, Jonathan Hu, Christopher Siefert, (2011). Leveraging flexibility in energy minimization algebraic multigrid https://www.osti.gov/servlets/purl/1288862 Publication ID: 21858

Jeremie Gaidamour, Jonathan Hu, Christopher Siefert, Raymond Tuminaro, (2011). Designing an extensible framework for multigrid algorithm research https://www.osti.gov/servlets/purl/1120626 Publication ID: 22122

Raymond Tuminaro, Jonathan Hu, Jeremie Gaidamour, Christopher Siefert, Axel Gerstenberger, (2010). A flexible AMG framework centered on energy minimization https://www.osti.gov/biblio/1035650 Publication ID: 20938

Jonathan Hu, (2010). Trilinos Linear and Eigen Solvers Capability Area Update https://www.osti.gov/servlets/purl/1675101 Publication ID: 20571

Raymond Tuminaro, Christopher Siefert, Jonathan Hu, Jeremie Gaidamour, (2010). Toward robust scalable algebraic multigrid solvers https://www.osti.gov/biblio/1028459 Publication ID: 20342

Raymond Tuminaro, Jonathan Hu, Eric Cyr, (2009). Energy Minimizing Algebraic Multigrid for Systems of Partial Differential Equations https://www.osti.gov/servlets/purl/1696844 Publication ID: 15859

Raymond Tuminaro, Jonathan Hu, Christopher Siefert, (2009). Multilevel Project https://www.osti.gov/servlets/purl/1698386 Publication ID: 15592

Pavel Bochev, Jonathan Hu, Christopher Siefert, John Shadid, Paul Lin, (2008). Multigrid & Optimal Solvers https://www.osti.gov/servlets/purl/1141620 Publication ID: 14946

Christopher Siefert, Jonathan Hu, Raymond Tuminaro, Erik Boman, Karen Devine, (2008). Partitioning for Multigrid Solvers https://www.osti.gov/servlets/purl/1143232 Publication ID: 13916

Jonathan Hu, (2008). A Current Overview of the Trilinos Project https://www.osti.gov/servlets/purl/1145483 Publication ID: 13316

Christopher Siefert, Pavel Bochev, Jonathan Hu, Raymond Tuminaro, (2008). Performance and Scalability in Computational Electromagnetics at Sandia https://www.osti.gov/servlets/purl/1713030 Publication ID: 12554

Christopher Siefert, Jonathan Hu, Raymond Tuminaro, (2007). What’s New in ML? New Features in Trilinos 8.0 https://www.osti.gov/servlets/purl/1147372 Publication ID: 11914

Christopher Siefert, Pavel Bochev, Raymond Tuminaro, Jonathan Hu, (2007). Algebraic Multigrid and a Compatible Gauge Reformulation of Maxwell’s Equations https://www.osti.gov/servlets/purl/1146660 Publication ID: 12209

Allen Robinson, Stewart Mosso, Christopher Siefert, Jonathan Hu, (2007). Consequences for scalability arising from multi-material modeling https://www.osti.gov/servlets/purl/1266907 Publication ID: 11196

Raymond Tuminaro, Jonathan Hu, (2007). A New Smoothed Aggregation Multigrid Method for Anisotropic Problems Journal of Computational Physics https://www.osti.gov/biblio/1147337 Publication ID: 10901

Pavel Bochev, Raymond Tuminaro, Jonathan Hu, (2007). An algebraic multigrid approach based on a compatible gauge reformulation of Maxwell’s equations Proposed for publication in SIAM Journal on Scientific Computing. https://www.osti.gov/biblio/908080 Publication ID: 9237

Stefan Domino, Raymond Tuminaro, Allen Robinson, Jonathan Hu, (2007). High performance parallel multigrid for large-scale electromagnetics simulations https://www.osti.gov/servlets/purl/1267112 Publication ID: 9073

Christopher Siefert, Pavel Bochev, Jonathan Hu, Raymond Tuminaro, (2007). Algebraic Multigrid and Algebraic Reformulations of the Eddy Current Equations https://www.osti.gov/servlets/purl/1143320 Publication ID: 8957

Christopher Siefert, Raymond Tuminaro, Jonathan Hu, (2006). What’s new in ML?: new features in Trilinos 7.0 https://www.osti.gov/biblio/899085 Publication ID: 8328

Raymond Tuminaro, Pavel Bochev, Jonathan Hu, (2006). AMG and a Discrete Reformulation for Maxwell’s Equations https://www.osti.gov/servlets/purl/1724653 Publication ID: 8225

Raymond Tuminaro, Jonathan Hu, Christopher Siefert, (2006). Generalizing Smoothed Aggregation on Algebraic Multigrid https://www.osti.gov/servlets/purl/1725736 Publication ID: 7853

Marzio Sala, Raymond Tuminaro, Jonathan Hu, (2004). ML 3.1 smoothed aggregation user’s guide https://doi.org/10.2172/974895 Publication ID: 3697

Marzio Sala, Jonathan Hu, Raymond Tuminaro, (2004). ML 3.1 developer’s guide https://doi.org/10.2172/974885 Publication ID: 3698

Marzio Sala, Jonathan Hu, Raymond Tuminaro, (2004). ML 3.0 smoothed aggregation user’s guide https://doi.org/10.2172/919154 Publication ID: 2954

Michael Heroux, Tamara Kolda, Kevin Long, Robert Hoekstra, Roger Pawlowski, Eric Phipps, Andrew Salinger, Alan Williams, Michael Heroux, Jonathan Hu, Richard Lehoucq, Heidi Thornquist, Raymond Tuminaro, James Willenbring, Roscoe Bartlett, V. Howle, (2003). An overview of Trilinos https://doi.org/10.2172/918383 Publication ID: 2497