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Will Gregory

@willjgregory.bsky.social
129 followers 103 following 11 posts

Postdoc @Princeton University (GFDL) | stats & sea ice | he/him Website: William-gregory.github.io

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Will Gregory @willjgregory.bsky.social · 22/02/2026
This Friday at #OSM26 i’ll be showing some highlights from our recent Science Advances paper (doi.org/10.1126/scia...) on using ML to improve sea ice predictions in coupled models. Come on down if you fancy chatting about hybrid models, emulators, sea ice, or whatever you’re into!
doi.org
Advancing global sea ice prediction capabilities using a fully coupled climate model with integrated machine learning
Machine learning models must be exposed to coupled climate processes to generalize in future climate model predictions.
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Will Gregory @willjgregory.bsky.social · 26/06/2025
Every paper I have published over the last 5 years has relied on these sea ice data sets. This is a real blow
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Will Gregory @willjgregory.bsky.social · 28/05/2025
We have a new @m2lines.bsky.social pre-print which shows how machine learning can be used for state-dependent bias correction to improve global coupled climate model sea ice forecasts - take a look! doi.org/10.48550/arX...
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Reposted by Will Gregory
Eos @eos.org · 08/05/2025
Key snow and ice datasets from @nsidc.bsky.social may no longer be maintained or updated after a loss of support from NOAA. eos.org/research-and...
eos.org
NOAA Halts Maintenance of Key Arctic Data at National Snow and Ice Data Center - Eos
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Will Gregory @willjgregory.bsky.social · 31/01/2025
Postdoc Job Alert at Princeton University / NOAA GFDL puwebp.princeton.edu/AcadHire/app... If you're interested in sea ice modeling and machine learning, then look no further! This job is a great opportunity to be part of the exciting developments happening in the field of hybrid climate modeling
lnkd.in
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Will Gregory @willjgregory.bsky.social · 11/12/2024
On my way down to DC for #AGU24! If you’re attending, why not check out our very exciting session tomorrow at 08:30 on Machine Learning for subgrid parameterizations and reanalysis! 🌎 Room: Marquis 12-13 agu.confex.com/agu/agu24/me...
agu.confex.com
Data-Driven Science: Developments in Machine Learning Subgrid-Scale Parameterizations and in Reanalyses Across Earth System Modeling I Oral
Subgrid-scale (SGS) parameterizations estimate effects of unresolved processes without modeling them directly and are often a large source of uncertainty in Earth system models (ESMs). The need to imp...
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