#mlforearth — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #mlforearth, aggregated by home.social.
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💡 New Paper!
Deep learning can predict runoff — but uncertainty matters.This study shows that engression + LSTM delivers:
✅ Better uncertainty estimates
✅ Realistic time-series simulations
✅ Stronger performance than standard methods
A promising step toward trustworthy environmental forecasts.👉 Learn more: https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2025GL120122
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💡 New Paper!
Deep learning can predict runoff — but uncertainty matters.This study shows that engression + LSTM delivers:
✅ Better uncertainty estimates
✅ Realistic time-series simulations
✅ Stronger performance than standard methods
A promising step toward trustworthy environmental forecasts.👉 Learn more: https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2025GL120122
-
💡 New Paper!
Deep learning can predict runoff — but uncertainty matters.This study shows that engression + LSTM delivers:
✅ Better uncertainty estimates
✅ Realistic time-series simulations
✅ Stronger performance than standard methods
A promising step toward trustworthy environmental forecasts.👉 Learn more: https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2025GL120122