CatBoost Leads Chronologically Validated Air Quality Index Prediction Across Indian Cities
Air quality prediction in India has gained a new benchmark. Researchers at Vellore Institute of Technology have built an ensemble ...
Tag: Data-driven
Physics-guided neural networks outperform data-only models on fractional LCR circuit
A comparative study in Scientific Reports reports that a fractional physics-informed network reached a test RMSE of about 2×10⁻⁴ on ...
Cross-sectional EEG study identifies two adolescent depression subgroups
A small cross-sectional EEG study linked childhood trauma and depressive symptoms to brain-network patterns and identified two subgroups among 67 ...
Multiple physical constraints improve groundwater contaminant model predictions
A Bayesian data-driven method combining multiple physical constraints improved prediction, uncertainty, and mass balance in synthetic and laboratory groundwater contamination ...
Machine learning predicts liposome uniformity across 306 formulations
A study of 306 microfluidic liposome formulations found that gradient boosting predicted polydispersity better than one prior benchmark and identified ...
Environmental regulation drives corporate responsible innovation, study finds
For decades, environmental regulation has been cast as the villain in the story of corporate innovation: a bureaucratic burden that ...
AI Morphs Wind Turbine Blades Into Shapes No Engineer Would Guess
A Design-by-Morphing and Bayesian optimization framework explored 5.8 million vertical-axis wind turbine configurations and found a hybrid blade design that ...
Head-up displays dominate the data in a new ranking of Chinese electric-car cockpits
A data-driven analysis of 36 Chinese electric vehicle trims finds head-up displays carry the largest statistical weight in cockpit configuration ...
Small Data, Big Savings: Lightweight AI Control Cuts Microgrid Energy Costs Without Heavy Computing
Microgrids have emerged as a practical building block of the modern power system, combining local generation, storage, and flexible loads ...
AI Listens to Proteins: Spectral Analysis Turns Molecular Motion Into Drug Targets
Researchers at the University of Alabama in Huntsville have built an AI framework that treats protein motion like a signal, ...
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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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