Publications by authors named "Torsten Hoefler"

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Demystifying Chains, Trees, and Graphs of Thoughts.
Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger, Guangyuan Piao, Torsten Hoefler

IEEE Trans Pattern Anal Mach Intell· December 2025

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Atlas-independent brain connectome analysis at voxel-level granularity: graph convolutional networks for etiology classification in newborns.
Anna Speckert, Lukas Gianinazzi, Sepp Kollmorgen, Cornelia Hagmann, Patrice Grehten, Torsten Hoefler

Neuroimage· November 2025

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Demystifying Higher-Order Graph Neural Networks.
Maciej Besta, Florian Scheidl, Lukas Gianinazzi, Grzegorz Kwasniewski, Shachar Klaiman, Torsten Hoefler

IEEE Trans Pattern Anal Mach Intell· November 2025

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Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis.
Maciej Besta, Torsten Hoefler

IEEE Trans Pattern Anal Mach Intell· May 2024

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Digital twins of Earth and the computing challenge of human interaction.
Peter Bauer, Torsten Hoefler, Bjorn Stevens, Wilco Hazeleger

Nat Comput Sci· March 2024

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Deep learning for post-processing ensemble weather forecasts.
Peter Grönquist, Chengyuan Yao, Tal Ben-Nun, Nikoli Dryden, Peter Dueben, Torsten Hoefler

Philos Trans A Math Phys Eng Sci· April 2021

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The digital revolution of Earth-system science.
Peter Bauer, Peter D Dueben, Torsten Hoefler, Tiago Quintino, Thomas C Schulthess

Nat Comput Sci· February 2021

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