Machine learning model links urban digital and green features to city methane emissions
An ensemble of LSTM and CatBoost predicts one-year-ahead city-level methane emissions, with urban ecological and environmental quality showing the strongest ...
Tag: prediction
Graph neural network maps hand-injury risk across Hunan manufacturing regions
A multi-source graph neural network predicted regional hand-injury risk in Hunan with an R² of 0.83 and identified industrial concentration ...
Plasma Protein Signatures Predict Rheumatoid Arthritis Years Before Symptoms Appear
A UK Biobank study of 47,537 people identified 213 plasma proteins linked to rheumatoid arthritis onset and built a deep ...
Graph neural network improves phase prediction in SAT solvers
Researchers report that a multi-scale graph neural network called NeuroMGCN improves SAT phase prediction and raises solving rates by 4.1 ...
Mamba-based model tames noisy urban traffic prediction with frequency-domain filtering
A new spatiotemporal model called RoST-Mamba combines adaptive graph learning, frequency-domain filtering and graph-constrained state-space modeling to keep traffic forecasts ...
Entropy-weighted feature selection lifts heart disease prediction to 94 percent accuracy
A new entropy-weighted feature selection method trims 13 clinical attributes down to 8 and pushes heart disease prediction accuracy to ...
Turmeric-Pueraria-Coix Seed Formula Points to Coumestrol Targets in Rheumatoid Arthritis
An integrated computational framework combining multicohort transcriptomics, machine learning, molecular dynamics, and single-cell perturbation identifies coumestrol, CD38, and MAPK8 as ...
New SHAPE Scale Validated to Measure Student Housing Satisfaction and Graduation Plans
A study of 269 Mainland Chinese university students in Hong Kong reports that the Chinese version of the SHAPE questionnaire ...
Pituitary Volume on MRI Marks Permissive Threshold for Puberty Hormone Activation
A retrospective study of 896 children finds pituitary volume on MRI behaves as a permissive morphological threshold for hypothalamic-pituitary-gonadal axis ...
Dual-path neural network predicts airfoil lift and drag from shape images and flow conditions
A lightweight dual-path convolutional neural network can predict the lift and drag coefficients of an airfoil by combining a picture ...
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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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