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Summary

This PR fixes various typos and grammar issues found across the benchmark documentation files.

Changes Made

README.md:

  • Fixed grammar: "an approximately matching the error" → "approximately matching error"

benchmarks/DynamicalODE/Henon-Heiles_energy_conservation_benchmark.jmd:

  • Fixed typo: "se" → "see"
  • Fixed typo: "reffer" → "refer"
  • Fixed typo: "bellow" → "below"
  • Fixed typo: "proeminent" → "prominent"

benchmarks/NonStiffSDE/BasicSDEWorkPrecision.jmd:

  • Fixed incomplete sentence (removed "The tolerance clearly" fragment)
  • Fixed spelling: "Rossler" → "Rössler"

benchmarks/NonStiffODE/Pleiades_wpd.jmd:

  • Fixed doubled word: "the the time is serverly" → "while the time is severely"

benchmarks/StiffODE (Orego, ROBER, VanDerPol, Hires, Pollution):

  • Fixed repeated grammar issue: "used to be either fail" → "used to either fail"
  • Fixed missing verb: "errors due to" → "had errors due to"
  • Fixed doubled word: "hits the the" → "hits the"
  • Fixed typo in solver name: "Rodas%P" → "Rodas5P"

Test Plan

  • No code changes, only documentation text fixes
  • All changes are grammatical/spelling corrections

cc @ChrisRackauckas

🤖 Generated with Claude Code

- README.md: Fix grammar "an approximately matching the error" -> "approximately matching error"
- Henon-Heiles benchmark: Fix "se" -> "see", "reffer" -> "refer", "bellow" -> "below", "proeminent" -> "prominent"
- BasicSDEWorkPrecision: Fix incomplete sentence and "Rossler" -> "Rössler"
- Pleiades_wpd: Fix "the the time is serverly" -> "while the time is severely"
- StiffODE benchmarks (Orego, ROBER, VanDerPol, Hires, Pollution): Fix repeated grammar issue "used to be either fail" -> "used to either fail", "errors due to" -> "had errors due to", "hits the the" -> "hits the", "Rodas%P" -> "Rodas5P"

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <[email protected]>
@ChrisRackauckas ChrisRackauckas merged commit 3c08da7 into SciML:master Dec 29, 2025
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2 participants