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ORCIDJohann Rudi
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2020 – today
- 2025
[j5]Johann Rudi
, Youngjun Lee, Aidan H. Chadha, Mohamed Wahib, Klaus Weide, Jared P. O'Neal, Anshu Dubey:
CG-Kit: Code Generation Toolkit for performant and maintainable variants of source code applied to Flash-X hydrodynamics simulations. Future Gener. Comput. Syst. 163: 107511 (2025)- 2024
- [j4]Johann Rudi, Max Heldman, Emil M. Constantinescu, Qi Tang, Xian-Zhu Tang:
Scalable implicit solvers with dynamic mesh adaptation for a relativistic drift-kinetic Fokker-Planck-Boltzmann model. J. Comput. Phys. 507: 112954 (2024) - [i7]Johann Rudi, Youngjun Lee, Aidan H. Chadha, Mohamed Wahib, Klaus Weide, Jared P. O'Neal, Anshu Dubey:
CG-Kit: Code Generation Toolkit for Performant and Maintainable Variants of Source Code Applied to Flash-X Hydrodynamics Simulations. CoRR abs/2401.03378 (2024) - 2023
- [j3]Amanda Lenzi, Julie Bessac, Johann Rudi, Michael L. Stein:
Neural networks for parameter estimation in intractable models. Comput. Stat. Data Anal. 185: 107762 (2023) - [c5]Clayton Jackson, Matthieu Chardon, Y. Curtis Wang, Johann Rudi, Matthew C. Tresch, Charles J. Heckman, Roger D. Quinn:
Multimodal Parameter Inference for a Canonical Motor Microcircuit Controlling Rat Hindlimb Motion. Living Machines (2) 2023: 38-51 - [i6]Johann Rudi, Max Heldman, Emil M. Constantinescu, Qi Tang, Xian-Zhu Tang:
Scalable Implicit Solvers with Dynamic Mesh Adaptation for a Relativistic Drift-Kinetic Fokker-Planck-Boltzmann Model. CoRR abs/2303.17019 (2023) - 2022
- [j2]Anshu Dubey, Klaus Weide, Jared O'Neal, Akash Dhruv, Sean M. Couch, James Austin Harris, Tom Klosterman, Rajeev Jain, Johann Rudi, Bronson Messer, Michael Pajkos, Jared Carlson, Ran Chu, Mohamed Wahib, Saurabh Chawdhary, Paul M. Ricker, Dongwook Lee, Katie Antypas, Katherine M. Riley, Christopher S. Daley, Murali K. Ganapathy, Francis X. Timmes, Dean M. Townsley, Marcos Vanella, John Bachan, Paul M. Rich, Shravan Kumar, Eirik Endeve, W. Raphael Hix, Anthony Mezzacappa, Thomas Papatheodore:
Flash-X: A multiphysics simulation software instrument. SoftwareX 19: 101168 (2022) - [i5]Anshu Dubey, Klaus Weide, Jared O'Neal, Akash Dhruv, Sean M. Couch, James Austin Harris, Tom Klosterman, Rajeev Jain, Johann Rudi, Bronson Messer, Michael Pajkos, Jared Carlson, Ran Chu, Mohamed Wahib, Saurabh Chawdhary, Paul M. Ricker, Dongwook Lee, Katie Antypas, Katherine M. Riley, Christopher S. Daley, Murali K. Ganapathy, Francis X. Timmes, Dean M. Townsley, Marcos Vanella, John Bachan, Paul Rich, Shravan Kumar, Eirik Endeve, W. Raphael Hix, Anthony Mezzacappa, Thomas Papatheodore:
Flash-X, a multiphysics simulation software instrument. CoRR abs/2208.11630 (2022) - [i4]Daniel Getter, Julie Bessac, Johann Rudi, Yan Feng:
Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification. CoRR abs/2211.16708 (2022) - 2021
- [c4]Jared O'Neal, Mohamed Wahib, Anshu Dubey, Klaus Weide, Tom Klosterman, Johann Rudi:
Domain-Specific Runtime to Orchestrate Computation on Heterogeneous Platforms. Euro-Par Workshops 2021: 154-165 - [c3]Johann Rudi, Julie Bessac, Amanda Lenzi:
Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE. MSML 2021: 781-808 - 2020
- [i3]Johann Rudi, Yu-Hsuan Shih, Georg Stadler:
Advanced Newton Methods for Geodynamical Models of Stokes Flow with Viscoplastic Rheologies. CoRR abs/2003.11115 (2020) - [i2]Johann Rudi, Julie Bessac, Amanda Lenzi:
Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE. CoRR abs/2012.06691 (2020)
2010 – 2019
- 2017
- [j1]Johann Rudi, Georg Stadler, Omar Ghattas:
Weighted BFBT Preconditioner for Stokes Flow Problems with Highly Heterogeneous Viscosity. SIAM J. Sci. Comput. 39(5) (2017) - 2016
- [i1]Johann Rudi, Georg Stadler, Omar Ghattas:
Weighted BFBT Preconditioner for Stokes Flow Problems with Highly Heterogeneous Viscosity. CoRR abs/1607.03936 (2016) - 2015
- [c2]Johann Rudi, A. Cristiano I. Malossi, Tobin Isaac, Georg Stadler, Michael Gurnis, Peter W. J. Staar, Yves Ineichen, Costas Bekas, Alessandro Curioni, Omar Ghattas:
An extreme-scale implicit solver for complex PDEs: highly heterogeneous flow in earth's mantle. SC 2015: 5:1-5:12 - 2012
- [c1]Hari Sundar, George Biros, Carsten Burstedde, Johann Rudi, Omar Ghattas, Georg Stadler:
Parallel geometric-algebraic multigrid on unstructured forests of octrees. SC 2012: 43
Coauthor Index
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