Published March 7, 2024
| Version 2023.12.0
Model
Open
AI2 Climate Emulator (ACE) model checkpoint and sample data
Creators
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1.
Allen Institute for Artificial Intelligence
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2.
Nvidia (United States)
Description
This repository contains the model weights (ace_ckpt.tar) for the AI2 Climate Emulator (ACE) model described in https://arxiv.org/abs/2310.02074. In addition, a 1-year subsample of the validation dataset is included (2021*.nc).
See the ACE github repository for instructions on using the checkpoint and data: https://github.com/ai2cm/ace (https://zenodo.org/records/10463348).
The complete training and validation datasets may be found at the following location on Google Cloud Storage: gs://ai2cm-public-requester-pays/2023-11-29-ai2-climate-emulator-v1/data/repeating-climSST-1deg-netCDFs.
Files
Files
(22.9 GB)
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md5:e889455aa6023ace37a71fe23731dc1f
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1.7 GB | Download |
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md5:8827dd2ca796fccf719e10a6bdcbd291
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1.6 GB | Download |
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md5:49ca3b82a7c9ca6a62959eed51bd8608
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1.7 GB | Download |
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md5:f086f500af85256fa264a13baa2e2401
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1.7 GB | Download |
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md5:7bdb1e428842cdce1a8f93e20bdda3f3
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1.7 GB | Download |
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md5:09f578ea272fe3a2bad7d14dcb424348
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1.7 GB | Download |
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md5:017fe77ca320db54029d902592069343
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1.7 GB | Download |
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md5:09ad3ab34600ac9f75da6a2a77374b5b
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1.7 GB | Download |
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md5:a47e120e408445b0738780295ed2fcb0
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1.7 GB | Download |
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md5:64dfa8ce8d96221e5de13cf8c8dd04d1
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1.7 GB | Download |
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md5:4f14bafd59b6aa5c9d78450819434bf8
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1.7 GB | Download |
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md5:11d2ac46dad4c6d859b03f9419a07dfb
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1.7 GB | Download |
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md5:679831bc352b9fdfd096d9c1e7e2c35a
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2.5 GB | Download |
Additional details
Related works
- Is described by
- Publication: arXiv:2310.02074 (arXiv)
- Requires
- Software: 10.5281/zenodo.10463348 (DOI)