Johann Rudi

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Georg StadlerCourant Institute, New York UniversityVerified email at cims.nyu.edu
Michael GurnisProfessor of Geophysics, California Institute of TechnologyVerified email at gps.caltech.edu
Omar GhattasProfessor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at AustinVerified email at ices.utexas.edu
Tobin IsaacComputational Mathematician, Mathematics and Computer Science Division, Argonne National LaboratoryVerified email at anl.gov
Alessandro CurioniIBM Fellow - VP Europe & Africa and Director - IBM Research ZurichVerified email at zurich.ibm.com
Costas BekasHead: Research Platform, Citadel SecuritiesVerified email at citadelsecurities.com
A. Cristiano I. MalossiPrincipal Research Scientist and Manager @ IBM Research - ZurichVerified email at zurich.ibm.com
Peter W J StaarIBM ResearchVerified email at zurich.ibm.com
Julie BessacNational Renewable Energy LaboratoryVerified email at nrel.gov
Jiashun HuSouthern University of Science and TechnologyVerified email at sustech.edu.cn
Hari SundarAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Amanda LenziUniversity of EdinburghVerified email at ed.ac.uk
George BirosProfessor, Oden Institute for Computational Engineering and Sciences, The University of Texas atVerified email at acm.org
Carsten BursteddeProfessor for Scientific Computing, Universität Bonn, GermanyVerified email at ins.uni-bonn.de
Anshu DubeyArgonne National LaboratoryVerified email at anl.gov
Mohamed WahibRIKEN Center for Computational Science (R-CCS)Verified email at acm.org
Angela KunothUniversitaet zu Koeln, GermanyVerified email at math.uni-koeln.de
Heye BogenaSenior scientist, Forschungszentrum JulichVerified email at fz-juelich.de
Dietmar MüllerProfessor of Geophysics, EarthByte Group, Univ. of SydneyVerified email at sydney.edu.au
Michael SteinRutgers UniversityVerified email at stat.rutgers.edu

Johann Rudi

Virginia Tech

Verified email at vt.edu - Homepage

Computational Science Inverse Problems Fast Iterative Methods High-Performance Computing


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An extreme-scale implicit solver for complex PDEs: highly heterogeneous flow in earth's mantle J Rudi, ACI Malossi, T Isaac, G Stadler, M Gurnis, PWJ Staar, Y Ineichen, ... Proceedings of the international conference for high performance computing …, 2015	173	2015
Parallel geometric-algebraic multigrid on unstructured forests of octrees H Sundar, G Biros, C Burstedde, J Rudi, O Ghattas, G Stadler SC'12: Proceedings of the International Conference on High Performance …, 2012	124	2012
Weighted BFBT preconditioner for Stokes flow problems with highly heterogeneous viscosity J Rudi, G Stadler, O Ghattas SIAM Journal on Scientific Computing 39 (5), S272-S297, 2017	40	2017
Neural networks for parameter estimation in intractable models A Lenzi, J Bessac, J Rudi, ML Stein Computational Statistics & Data Analysis 185, 107762, 2023	37	2023
Dynamics of the abrupt change in Pacific Plate motion around 50 million years ago J Hu, M Gurnis, J Rudi, G Stadler, RD Müller Nature Geoscience 15 (1), 74-78, 2022	37	2022
Multiscale analysis of hydrologic time series data using the Hilbert–Huang transform J Rudi, R Pabel, G Jager, R Koch, A Kunoth, H Bogena Vadose Zone Journal 9 (4), 925-942, 2010	33	2010
Parameter estimation with dense and convolutional neural networks applied to the FitzHugh–Nagumo ODE J Rudi, J Bessac, A Lenzi Mathematical and Scientific Machine Learning, 781-808, 2022	30	2022
Flash-X: A multiphysics simulation software instrument A Dubey, K Weide, J O’Neal, A Dhruv, S Couch, JA Harris, T Klosterman, ... SoftwareX 19, 101168, 2022	24	2022
Advanced Newton methods for geodynamical models of Stokes flow with viscoplastic rheologies J Rudi, Y Shih, G Stadler Geochemistry, Geophysics, Geosystems 21 (9), e2020GC009059, 2020	11	2020
Domain-specific runtime to orchestrate computation on heterogeneous platforms J O’Neal, M Wahib, A Dubey, K Weide, T Klosterman, J Rudi European Conference on Parallel Processing, 154-165, 2021	10	2021
Simultaneous inference of plate boundary stresses and mantle rheology using adjoints: large-scale 2-D models J Rudi, M Gurnis, G Stadler Geophysical Journal International 231 (1), 597-614, 2022	7	2022
Global convection in Earth's mantle: advanced numerical methods and extreme-scale simulations J Rudi	6	2019
CodeFlow: A code generation system for Flash-X orchestration runtime J Rudi, J O'Neal, M Wahib, A Dubey Argonne National Lab.(ANL), Argonne, IL (United States), 2021	5	2021
Empirical mode decomposition via adaptiver wavelet-approximation J Rudi German.) Diploma Thesis. Inst. für Mathematik, Universität Paderborn …, 2010	4	2010
Multimodal parameter spaces of a complex multi-channel neuron model YC Wang, J Rudi, J Velasco, N Sinha, G Idumah, RK Powers, ... Frontiers in Systems Neuroscience 16, 999531, 2022	3	2022
CG-Kit: Code Generation Toolkit for performant and maintainable variants of source code applied to Flash-X hydrodynamics simulations J Rudi, Y Lee, AH Chadha, M Wahib, K Weide, JP O’Neal, A Dubey Future Generation Computer Systems, 107511, 2024	1	2024
Scalable implicit solvers with dynamic mesh adaptation for a relativistic drift-kinetic Fokker–Planck–Boltzmann model J Rudi, M Heldman, EM Constantinescu, Q Tang, XZ Tang Journal of Computational Physics 507, 112954, 2024	1	2024
Sensing and actuation are intricately connected in soft robotics, where contact may change actuator mechanics and robot behavior. To improve soft robotic control and … C Jackson, M Chardon, YC Wang, J Rudi, M Tresch, CJ Heckman, ... Springer, Cham., 2023	1	2023
µ-BFBT preconditioner for Stokes flow problems with highly heterogeneous viscosity J Rudi, G Stadler, O Ghattas unpublished competition paper, Winner of the Student Paper Competition at …, 2016	1	2016
Multiscale analysis of hydrologic time series data using the Hilbert-Huang-Transform (HHT) R Koch, J Rudi, G Jager, R Pabel, H Bogena, A Kunoth Vadose Zone J 9, 925-942, 2010	1	2010

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