87 citations
- Norwegian Meteorological InstituteNO4 papers
- University of ConnecticutUS4 papers
- University of OsloNO3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Max Planck Institute for MeteorologyDE2 papers
- NSF National Center for Atmospheric ResearchUS2 papers
- University of VictoriaCA2 papers
- Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und MeeresforschungDE1 paper
- Arctic and Antarctic Research InstituteRU1 paper
- Astronomical ObservatoryRS1 paper
- Australian Antarctic DivisionAU1 paper
- Beijing Solar Energy Research InstituteCN1 paper
Showing cs.LGShow all
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cs.LG2024
Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis
Christopher Subich
This work describes a process for efficiently fine-tuning the GraphCast data-driven forecast model to simulate another analysis system, here the Global Deterministic Prediction Sys…
cs.LG2023★ 14 cited
Multi-Path Long-Term Vessel Trajectories Forecasting with Probabilistic Feature Fusion for Problem Shifting
Gabriel Spadon, Jay Kumar, Derek Eden +6
This paper addresses the challenge of boosting the precision of multi-path long-term vessel trajectory forecasting on engineered sequences of Automatic Identification System (AIS)…
cs.LG2021★ 1 cited
ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models
Salva Rühling Cachay, Venkatesh Ramesh, Jason N. S. Cole +2
Numerical simulations of Earth's weather and climate require substantial amounts of computation. This has led to a growing interest in replacing subroutines that explicitly compute…