Machine Learning Models Predict Lithology with Over 90% Accuracy
A comparative analysis in Natural Resources Research shows that five machine learning algorithms achieve over 90% accuracy in lithology prediction ...
Tag: Data-driven
Clinical Data Identifies Neutrophil-Enriched Inflammatory Phenotype in Osteoarticular Tuberculosis
A retrospective phenotyping study of 254 patients identified an exploratory two-cluster structure containing a candidate neutrophil-enriched inflammatory-nutritional phenotype in osteoarticular ...
Graph Neural Networks Rely on Classical Structural Heuristics
A new analysis published in EPJ Data Science reveals that graph neural networks, specifically the subgraph-based model known as SEAL, ...
Cluster Analysis Identifies Ischemic Stroke Subgroups Linked to Long-Term Recurrence
A data-driven cluster analysis of 799 ischemic stroke patients identified four distinct phenotypes associated with significantly different rates of long-term ...
Neural Networks Predict Chaos in Benney-Luke Wave Equation
A new study combines qualitative analysis and neural networks to predict chaotic dynamics in the nonlinear Benney-Luke equation.
Geographically Weighted Models Improve Mineral Prospectivity Mapping in China Study
A case study of the Damiao–Hongshila belt shows geographically weighted models improve mineral prospectivity mapping under spatially non-stationary conditions.
Virtual Battery Digital Twin Evaluates Electric Vehicle Charging Demand and Storage
A study analyzing 348,404 charging sessions in Jiaxing, China, demonstrates that machine learning forecasts and an offline decision twin reduce ...
Three diabetic kidney disease phenotypes reveal sharply different risks of kidney decline
An outcome-blind clustering analysis of 6,667 adults with type 2 diabetes and diabetic kidney disease identified three clinical phenotypes with ...
Machine learning model predicts strength of rice husk ash concrete
A machine-learning framework trained on published experimental data predicts the compressive strength of rice husk ash concrete, with a support ...
India’s greenhouse gas emissions projected to keep rising through 2035
A new study projects that India's greenhouse gas emissions will continue rising through 2035 under current trends.
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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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