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Update examples #200

@jrlagrone

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@jrlagrone

Update examples so they are consistent with usage on M3 and/or the SuperPOD

  • Organize examples into categories (as best as we're able, e.g. chemistry, fluid dynamics, physics, AI/ML, etc.)
  • Make all job requests specify all resources needed and give an explanation of why the particular values were chosen when possible
    • all jobs request memory
    • all jobs request cores
    • all jobs request run time
    • no jobs use exclusive without a good reason
  • Add links to software home pages and documentation, when available
  • Identify examples that no longer work (E.g. we don't have the software installed anymore)

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