Elizabeth A. Barnes
@eabarnes.bsky.social
Professor | Climate Scientist | AI for Science
incoming Dalton Professor of Computing & Data Sciences and of Earth & Environment @ Boston University
incoming Dalton Professor of Computing & Data Sciences and of Earth & Environment @ Boston University
Paper 2 of 2: Probabilistic #ML to predict peak warming under decarbonization: agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Data‐Driven Predictions of Peak Warming Under Rapid Decarbonization
We train CNNs to predict peak global warming given the map of recent annual temperatures and total additional CO2 emissions Even if net-zero emissions are reached mid-century, mean warming is vir...
agupubs.onlinelibrary.wiley.com
December 10, 2024 at 5:51 PM
Paper 2 of 2: Probabilistic #ML to predict peak warming under decarbonization: agupubs.onlinelibrary.wiley.com/doi/10.1029/...
Paper 1 of 2: ML + transfer learning to constrain regional temperatures: iopscience.iop.org/article/10.1...
Combining climate models and observations to predict the time remaining until regional warming thresholds are reached - IOPscienceSearch
Combining climate models and observations to predict the time remaining until regional warming thresholds are reached, Elizabeth A Barnes, Noah S Diffenbaugh, Sonia I Seneviratne
iopscience.iop.org
December 10, 2024 at 5:51 PM
Paper 1 of 2: ML + transfer learning to constrain regional temperatures: iopscience.iop.org/article/10.1...
*Transfer learning to constrain regional temperatures: iopscience.iop.org/article/10.1...
*Probabilistic #ML to predict peak warming under decarbonization: agupubs.onlinelibrary.wiley.com/doi/10.1029/...
*Probabilistic #ML to predict peak warming under decarbonization: agupubs.onlinelibrary.wiley.com/doi/10.1029/...
December 10, 2024 at 5:45 PM
*Transfer learning to constrain regional temperatures: iopscience.iop.org/article/10.1...
*Probabilistic #ML to predict peak warming under decarbonization: agupubs.onlinelibrary.wiley.com/doi/10.1029/...
*Probabilistic #ML to predict peak warming under decarbonization: agupubs.onlinelibrary.wiley.com/doi/10.1029/...