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Prepare community colab for making Samudra experiments

Status: Open.

#847 In m2lines/Samudra;

· alxmrs opened on Aug 17, 2026

Investigating Replay Buffer to address long term rollout concerns

Status: Open.

#846 In m2lines/Samudra;

· alxmrs opened on Aug 17, 2026

Add vertical velocity as a prognostic variable

Status: Open.

#845 In m2lines/Samudra;

· alxmrs opened on Aug 17, 2026

Building tiling strategy (multi-tile blending during training)

Status: Open.

#844 In m2lines/Samudra;

· alxmrs opened on Aug 17, 2026

Explore Encoder / Decoder Architectures

Status: Open.

#843 In m2lines/Samudra;

· alxmrs opened on Aug 14, 2026

Training incorporates freshwater fluxes

Status: Open.

#839 In m2lines/Samudra;

· alxmrs opened on Aug 4, 2026

Are freshwater fluxes part of our data?

Status: Open.

#838 In m2lines/Samudra;

· alxmrs opened on Aug 4, 2026

Address outstanding issues in Metrics code, informed by viz code.

Status: Open.

#837 In m2lines/Samudra;

· alxmrs opened on Aug 4, 2026

In metrics suite, improve handling of the common wet mask for same-grid use cases

Status: Open.

#836 In m2lines/Samudra;

· alxmrs opened on Aug 4, 2026

residual-variance RMSE doesn’t seem to expose the annual uncertainty described in the PR.

Status: Open.

#835 In m2lines/Samudra;

· alxmrs opened on Aug 4, 2026

Re-run training pipelines to see the effects of incorporating freshwater fluxes in our forcings

Status: Open.

#833 In m2lines/Samudra;

· alxmrs opened on Aug 3, 2026

Incorporate freshwater fluxes into our forcings

Status: Open.

#832 In m2lines/Samudra;

· alxmrs opened on Aug 3, 2026