Johann Rudi

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Omar GhattasMechanical Engineering & Oden Institute, Univ of Texas at AustinVerified email at ices.utexas.edu
Georg StadlerCourant Institute, New York UniversityVerified email at cims.nyu.edu
Michael GurnisProfessor of Geophysics, California Institute of TechnologyVerified email at gps.caltech.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
Hari SundarAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Julie BessacArgonne National LaboratoryVerified email at anl.gov
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
Jiashun HuSouthern University of Science and TechnologyVerified email at sustech.edu.cn
Angela KunothUniversitaet zu Koeln, GermanyVerified email at math.uni-koeln.de
Heye BogenaSenior scientist, Forschungszentrum JulichVerified email at fz-juelich.de
Amanda LenziUniversity of EdinburghVerified email at ed.ac.uk
Dietmar MüllerProfessor of Geophysics, EarthByte Group, Univ. of SydneyVerified email at sydney.edu.au
Anshu DubeyArgonne National LaboratoryVerified email at anl.gov
Jared P. O'NealArgonne National LaboratoryVerified email at anl.gov
Mohamed WahibRIKEN Center for Computational Science (R-CCS)Verified email at acm.org

Johann Rudi

Virginia Tech

Verified email at vt.edu - Homepage

Scientific Computing Applied Mathematics High-Performance Computing Inverse Problems Parallel Algorithms


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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	156	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	115	2012
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	26	2010
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	25	2017
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	14	2022
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	12	2022
Neural networks for parameter estimation in intractable models A Lenzi, J Bessac, J Rudi, ML Stein arXiv preprint arXiv:2107.14346, 2021	9	2021
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	7	2020
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	4	2022
Domain-specific runtime to orchestrate computation on heterogeneous platforms J O’Neal, M Wahib, A Dubey, K Weide, T Klosterman, J Rudi Euro-Par 2021: Parallel Processing Workshops: Euro-Par 2021 International …, 2022	4	2022
Global convection in Earth's mantle: advanced numerical methods and extreme-scale simulations J Rudi	4	2019
Empirical mode decomposition via adaptiver wavelet-approximation J Rudi German.) Diploma Thesis. Inst. für Mathematik, Universität Paderborn …, 2010	3	2010
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
Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification D Getter, J Bessac, J Rudi, Y Feng arXiv preprint arXiv:2211.16708, 2022		2022
Multimodal parameter spaces of a complex multi-channel neuron model YC Wang, J Rudi, J Velasco, N Sinha, G Idumah, RK Powers, ... Frontiers, 2022		2022
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		2022
Quantifying the contributions of Pacific Plate motion change and hotspot drift to the formation of Hawaiian-Emperor Bend J Hu, M Gurnis, J Rudi, G Stadler, D Müller, J Zhang EGU General Assembly Conference Abstracts, EGU22-5668, 2022		2022
Algorithmic Parameter Estimation and Uncertainty Quantification for Hodgkin-Huxley Neuron Models YC Wang, N Sinha, J Rudi, J Velasco, G Idumah, RK Powers, ... bioRxiv, 2021.11. 18.469189, 2021		2021
AI-Automated Detection of Subgrid-scale Processes for Adaptivity Guidance J Bessac, W Pringle, S Brus, Y Feng, B Drewniak, V Ghate, R Maulik, ... Artificial Intelligence for Earth System Predictability (AI4ESP …, 2021		2021

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