Earthly Machine Learning

Por: Amirpasha
“Earthly Machine Learning (EML)” offers AI-generated insights into cutting-edge machine learning research in weather and climate sciences. Powered by Google NotebookLM, each episode distils the essence of a standout paper, helping you decide if it’s worth a deeper look. Stay updated on the ML innovations shaping our understanding of Earth.
It may contain hallucinations.
44 episodios disponibles

Latest episodes of the podcast Earthly Machine Learning

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AI-empowered Next-Generation Multiscale Climate Modelling for Mitigation and Adaptation 25/04/2025
FourCastNet – Accelerating Global High-Resolution Weather Forecasting Using Adaptive Fourier Neural Operators 18/04/2025
Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems 11/04/2025
AtmoRep: A stochastic model of atmosphere dynamics using large scale representation learning 04/04/2025
Finding the Right XAI Method—A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science 27/03/2025
Pangu-Weather — Accurate medium-range global weather forecasting with 3D neural networks 21/03/2025
GRAPHDOP — Towards Skillful Data-Driven Medium-Range Weather Forecasts 14/03/2025
DiffDA — A Diffusion Model for Weather-Scale Data Assimilation 07/03/2025
ARCHESWEATHER — An Efficient AI Weather Forecasting Model at 1.5º Resolution 28/02/2025
Advances in Land Surface Model-Based Forecasting 21/02/2025
ACE2 - Accurately learning subseasonal to decadal atmospheric variability and forced responses 14/02/2025
AURORA — A Foundation Model of the Atmosphere 07/02/2025
ACE - A Fast, Skillful Learned Global Atmospheric Model for Climate Prediction 03/02/2025
WeatherBench 2 - A benchmark for the next generation of data-driven global weather models 29/01/2025
FuXi-ENS - A machine learning model for medium-range ensemble weather forecasting 28/01/2025
SFNO - Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere 23/01/2025
Identifying and Categorizing Bias in AI/ML for Earth Sciences 20/01/2025
Aardvark weather- end-to-end data-driven weather forecasting 16/01/2025
Prithvi WxC- Foundation Model for Weather and Climate 14/01/2025
NeuralGCM - Neural general circulation models for weather and climate 13/01/2025
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