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M. Dearing

6 papers hereh-index 6631 citations16 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • cs.DC1
  • cs.HC1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedLeveraging LLMs to Automate Energy-Aware Refactoring of Parallel Scientific Codes

1 citations · 1 across the 2 of their papers we have counts for

collaborators
Showing cs.SEShow all

1 paper · 1 filter

cs.SE2025

LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes

Matthew T. Dearing, Yiheng Tao, Xingfu Wu +2

This paper addresses the problem of providing a novel approach to sourcing significant training data for LLMs focused on science and engineering. In particular, a crucial challenge…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.