Rainfall prediction has advanced rapidly with the adoption of machine learning, but most models remain optimized for overall ...
A range of national meteorological services across Europe and ECMWF have launched Anemoi, a framework for creating machine learning (ML) weather forecasting systems. Named after the Greek gods of the ...
A new research paper shows the approach performs significantly better than the random-walk forecasting method.
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Machine Learning Weather Models Are Transforming Climate Forecasting Across Africa
As climate extremes intensify across Africa, the need for accurate and timely weather prediction has become increasingly ...
Forecasting inflation has become a major challenge for central banks since 2020, due to supply chain disruptions and economic uncertainty post-pandemic. Machine learning models can improve forecasting ...
Ph.D. student Phillip Si and Assistant Professor Peng Chen developed Latent-EnSF, a technique that improves how ML models assimilate data to make predictions.
Machine learning is reshaping the way portfolios are built, monitored, and adjusted. Investors are no longer limited to ...
This study was led by Professor Qi Zhong and Professor Xiuping Yao from the China Meteorological Administration Training Center, and Assistant Engineer Zhicha Zhang from the Zhejiang Meteorological ...
Financial forecasting is the act of estimating future financial outcomes for a business or an investment. It is a critical process in financial planning and decision-making. It employs statistical ...
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