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I tried including ECS as a tunable parameter while optimizing NMSE accounting for uncertainty in temperature data. Results are as follows:
A plot showing the results of these initial runs is given below:
For next steps, I might try to re-weight the error function to better balance temperature and CO2 error, but even when including S as a tunable parameter, it doesn't look like too much improvement in temperature results is possible (without incorporating another parameter).
This PR is related to #8