Nature

Machine learning for data-centric epidemic forecasting

The COVID-19 pandemic emphasized the importance of epidemic forecasting for decision makers in multiple domains, ranging from public health to the economy. Forecasting epidemic progression is a ...
Frontiers

Early Warning Systems for Coastal and Nearshore Infrastructure: Integrating Forecasting, Data Assimilation, and Machine Learning

Coastal and nearshore zones face growing pressure from storms, flooding, erosion, and sea-level rise, which threaten civil infrastructure such as ports, ...
Phys.org

Machine learning technology boosts analog weather forecasting

Machine learning technology that can recognize human faces may also help to improve weather forecasts, according to a team of scientists. "The idea behind this work comes from Google's FaceNet, but ...
Frontiers

Hybrid Hydroinformatics: Integrating Machine Learning and Process-Based Modeling for Climate-Resilient Water Systems

The hydrologic system is subjected unprecedented stresses and increasing demands driven by climate variabilities, landuse changes, groundwater ...
InfoQ

Amazon Launches What-If Analyses for Machine Learning Forecasting Service Amazon Forecast

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Spencer Judge discusses the architectural ...
Nature

A machine learning-based short-term forecasting method for heavy fog in Anhui Province of China

Based on hourly observations from expressway meteorological stations across Anhui Province and the fifth-generation atmospheric reanalysis (ERA5) data from the European Centre for Medium-Range Weather ...
InfoQ

Francesca Lazzeri on Machine Learning for Time Series Forecasting

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Martin Kleppmann, an associate professor at ...
Forbes

How To Improve Demand Forecasting With Machine Learning And Real-Time Data

The Covid-19 pandemic has proved that history no longer repeats itself when it comes to understanding consumer behavior. Demand forecasting systems have been ill-equipped to address disruptions to our ...
TweakTown

Machine learning can now forecast lightning sooner than other methods

Use left and right arrow keys to seek audio. In a new study led by the University of Washington, researchers have demonstrated artificial intelligence's ability to improve lightning forecasts.
PV Tech

Machine learning boosts solar forecasting to ease grid pressures in Australian study

An operational solar farm in Australia, where the study took place. Image: Nextracker. Machine learning techniques have been used in a study to boost the accuracy of renewables forecasts by up to 45%, ...
The Conversation

Scientists are using machine learning to forecast bird migration and identify birds in flight by their calls

With chatbots like ChatGPT making a splash, machine learning is playing an increasingly prominent role in our lives. For many of us, it’s been a mixed bag. We rejoice when our Spotify For You playlist ...