11/15 Meeting Notes

[panalluri]

• create NNs to learn from
  • a very simple CNN case (output is sum of inputs) --> can NN predict this?
    • checks for bug in code
  • then, do the above for a more complex function (use CNN)
  • try inputting some fields and output the air-sea flux w/ HR data (use ANN)
  • try super-resolving inputs into aerobulk to get HR air-sea fluxes (CNN)
• inter-model diagnostics project
  • read papers dhruv sends --> use as guidelines
  • come up w mini project proposal by next week
• make github issue or ppt slide of different pathways to get to the final product based off board pic and today's discussion