Simple statistical models hold their own in forecasting footwear factory output
A study of 34 real footwear production observations found ARIMA delivered the most accurate short-term forecasts of pairs per hour, ...
Tag: forecasting
New hybrid model sharpens predictions of when solar eruptions will strike Earth
A new hybrid model combining a physics-based drag model with XGBoost machine learning reduced average forecast errors for coronal mass ...
AI Model Reads Solar Magnetic Fields to Predict Flares 24 Hours Ahead
A hybrid ConvNeXV2 and Transformer–TCN deep learning model forecasts C-class and M-class solar flares 24 hours ahead with True Skill ...
China’s Hip Fracture Toll in Older Adults More Than Quintupled Over Three Decades
A GBD 2023 modelling study projects that hip fracture incidence in Chinese adults aged 60 and older, which more than ...
Simple Models Beat Complex Ones at Forecasting a Thermally Delayed Biomass Boiler
A field study of a thermally delayed biomass-fired boiler found that a simple linear autoregressive model outperformed complex machine-learning forecasts ...
Deep Learning Reads Active Region Shape to Forecast Solar Flares
A new study in Solar Physics shows that deep convolutional neural networks can extract flare-relevant information directly from the spatial ...
Mathematical Models Take Center Stage in the Fight Against Infectious Disease
A new Frontiers Research Topic gathers eight studies spanning within-host coinfection dynamics, plant-virus control, healthcare system resilience, and machine-learning epidemic ...
AI Model Reveals Gap in Sub-Saharan Africa Electricity Access
Universal electricity access by 2030, a cornerstone of the United Nations Sustainable Development Goal 7, remains significantly off track in ...
Framework Assesses the Economic Value of Volcanic Eruption Forecasts
Retrospective and scenario-based analyses at five volcanoes show how warning thresholds can balance precautionary costs against modeled eruption losses; the ...
Uganda Faces a Surge in Stroke Cases and Deaths Through 2028
A national time-series analysis projects Uganda's monthly stroke cases and deaths will keep climbing through 2028, driven mainly by rising ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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