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NCAR/miles-credit: v2026.1.0

Authors: Yingkai (Kyle) Sha; David John Gagne; jsschreck; Seth McGinnis; William; Dhamma Kimpara; Arnold Kazadi; +10 Authors

NCAR/miles-credit: v2026.1.0

Abstract

What's Changed Updates to IC perturbation schemes by @jsschreck in https://github.com/NCAR/miles-credit/pull/212 Update create_derecho_env.sh to use conda for torch and remove erroneous NCCL by @benkirk in https://github.com/NCAR/miles-credit/pull/231 updated era5_multistep_batcher.py to work with cftime by @kjmayer in https://github.com/NCAR/miles-credit/pull/230 pull request for conus404_data branch by @sethmcg in https://github.com/NCAR/miles-credit/pull/194 Small bug fix by @charlie-becker in https://github.com/NCAR/miles-credit/pull/239 Updated with codecov action by @djgagne in https://github.com/NCAR/miles-credit/pull/235 Updated train.py to fix key check bug by @djgagne in https://github.com/NCAR/miles-credit/pull/246 Update PyTorch version in environment script by @djgagne in https://github.com/NCAR/miles-credit/pull/247 Bump the actions group with 2 updates by @dependabot[bot] in https://github.com/NCAR/miles-credit/pull/248 Model and dataset for adding Samudra (OM4 dataset) support within CREDIT by @jsschreck in https://github.com/NCAR/miles-credit/pull/226 RAL GWC AI model updates + credit.transforms revamp by @yingkaisha in https://github.com/NCAR/miles-credit/pull/224 Added ensemble support to pressure interpolation by @jsschreck in https://github.com/NCAR/miles-credit/pull/249 New Loss and Ruff Fixes by @djgagne in https://github.com/NCAR/miles-credit/pull/250 gpu_type updates by @negin513 in https://github.com/NCAR/miles-credit/pull/253 Update gefs.py by @charlie-becker in https://github.com/NCAR/miles-credit/pull/256 Bugfix on the application of credit.transforms to rollout_realtime.py by @yingkaisha in https://github.com/NCAR/miles-credit/pull/258 Camulator v02.1 by @WillyChap in https://github.com/NCAR/miles-credit/pull/254 Pressure by @djgagne in https://github.com/NCAR/miles-credit/pull/260 Bump actions/checkout from 5 to 6 in the actions group by @dependabot[bot] in https://github.com/NCAR/miles-credit/pull/261 Bump the actions group with 3 updates by @dependabot[bot] in https://github.com/NCAR/miles-credit/pull/266 Crossformer refactor by @jsschreck in https://github.com/NCAR/miles-credit/pull/263 ERA5 Data loader by @charlie-becker in https://github.com/NCAR/miles-credit/pull/272 Updates to distributed training and docs by @djgagne in https://github.com/NCAR/miles-credit/pull/271 Change weight initialization to Xavier normal for the PixelShuffle sharpening layer by @kevinyang-cky in https://github.com/NCAR/miles-credit/pull/275 Quick fixes by @djgagne in https://github.com/NCAR/miles-credit/pull/276 New Contributors @benkirk made their first contribution in https://github.com/NCAR/miles-credit/pull/231 @kjmayer made their first contribution in https://github.com/NCAR/miles-credit/pull/230 @kevinyang-cky made their first contribution in https://github.com/NCAR/miles-credit/pull/275 Full Changelog: https://github.com/NCAR/miles-credit/compare/v2025.3.0...v2026.1.0

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average