Search query: uncertainty

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Mathematics: General
Published

A cautionary tale of machine learning uncertainty - A Cautionary Tale of Machine Learning Uncertainty      (via sciencedaily.com) 

A new analysis shows that researchers using machine learning methods could risk underestimating unce...

Chemistry: Biochemistry
Published

New AI method captures uncertainty in medical images      (via sciencedaily.com)     Original source 

Tyche is a machine-learning framework that can generate plausible answers when asked to identify pot...

Geoscience: Landslides
Published

Climate uncertainty colors flood risk assessment - Climate Uncertainty Colors Flood Risk Assessment      (via sciencedaily.com) 

Understanding how climate change will affect the flooding of rivers may become easier with a new fra...

Geoscience: Landslides
Published

Study explores uncertainties in flood risk estimates - Study Explores Uncertainties in Flood Risk Estimates      (via sciencedaily.com) 

Flood frequency analysis is a technique used to estimate flood risk, providing statistics such as th...

Environmental: General Geoscience: Earth Science Geoscience: Environmental Issues Geoscience: Severe Weather
Published

Simple equations clarify cloud climate conundrum      (via sciencedaily.com)     Original source 

New analysis based on simple equations has reduced uncertainty about how clouds will affect future c ...

Computer Science: General Mathematics: Modeling Mathematics: Statistics
Published

When to trust an AI model      (via sciencedaily.com)     Original source 

A new technique enables huge machine-learning models to efficiently generate more accurate quantific...

Environmental: Ecosystems
Published

Climate change tipping points: back to the drawing board - Climate Change Tipping Points: Back to the Drawing Board      (via sciencedaily.com) 

We regularly hear warnings that climate change may lead to 'tipping points': irreversible situations...

Mathematics: Statistics
Published

New statistical method eases data reproducibility crisis - New Statistical Method Eases Data Reproducibility Crisis      (via sciencedaily.com) 

A reproducibility crisis is ongoing in scientific research, where many studies may be difficult or i...

Geoscience: Severe Weather
Published

How new data can make ecological forecasts as good as weather forecasts - How New Data Can Make Ecological Forecasts as Good as Weather Forecasts      (via sciencedaily.com) 

Soon, ecologists thinks we'll be able to pull off the same forecasting feat for bird migrations and...