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researcher

Sean Treichler

5 papers hereh-index 161.7k citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.LG1
  • cs.PL1
  • physics.comp-ph1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedExascale Deep Learning for Scientific Inverse Problems

30 citations · 49 across the 4 of their papers we have counts for

collaborators
Showing cs.DCShow all

2 papers · 1 filter

cs.DC2019

Task Bench: A Parameterized Benchmark for Evaluating Parallel Runtime Performance

Elliott Slaughter, Wei Wu, Yuankun Fu +12

We present Task Bench, a parameterized benchmark designed to explore the performance of parallel and distributed programming systems under a variety of application scenarios. Task…

cs.DC2018★ 3 cited

Exascale Deep Learning for Climate Analytics

Thorsten Kurth, Sean Treichler, Joshua Romero +9

We extract pixel-level masks of extreme weather patterns using variants of Tiramisu and DeepLabv3+ neural networks. We describe improvements to the software frameworks, input pipel…

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