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AutoBNN: Probabilistic time series forecasting with compositional bayesian neural networks
Google Research
AutoBNN combines the interpretability of traditional probabilistic approaches with the scalability and flexibility of neural networks for...
4 months ago
Long-Term Forecasting of Strong Earthquakes in North America, South America, Japan, Southern China and Northern India With Machine Learning
Frontiers
Strong earthquakes (magnitude ≥7) occur worldwide affecting different cities and countries while causing great human, ecological and economic losses.
1 month ago
Google DeepMind Researchers Introduce GenCast: Diffusion-based Ensemble Forecasting AI Model for Medium-Range Weather
MarkTechPost
You may have missed a big development in the ML weather forecasting revolution over the holidays: GenCast: Google DeepMind's new generative...
6 months ago
Short-lead seasonal precipitation forecast in northeastern Brazil using an ensemble of artificial neural networks
Nature
This study assesses the deterministic and probabilistic forecasting skill of a 1-month-lead ensemble of Artificial Neural Networks (EANN)...
8 months ago
Neural network middle-term probabilistic forecasting of daily power consumption
Risk.net
The authors propose a new modeling approach that incorporates trend, seasonality and weather conditions as explicative variables in a...
40 months ago
DeepAR: Mastering Time-Series Forecasting with Deep Learning
Towards Data Science
Hence, if we had multiple time-series, one option was to create one model per sequence. Or, if we could “tabularize” our data,...
20 months ago
Department Of Energy Announces Winners Of Solar Forecasting Prize
Department of Energy (.gov)
Improved Forecasting Models Will Help Grid Operators Predict Production of Solar Power. WASHINGTON D.C. – This week, during a live,...
28 months ago
Data science and machine learning
Argus Media
Our data science capabilities are unique. By pairing the latest data science and machine learning techniques with access to our one of a kind datasets and...
5 months ago
Meet FourCastNet: A Global Data-Driven Weather Forecasting Model Revolutionizing Weather Predictions with Fast and Accurate Deep Learning Approach
MarkTechPost
Meet FourCastNet: A Global Data-Driven Weather Forecasting Model Revolutionizing Weather Predictions with Fast and Accurate Deep Learning...
9 months ago
Wagner Associates eyes sensor performance prediction with machine learning and artificial intelligence (AI)
Military Aerospace
Probabilistic Sensor Performance Prediction project will use artificial intelligence (AI) and machine learning to optimize naval mission...
4 months ago