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Thoth: Uncovering Data-Dependent Memory Access Patterns via Annotation-Directed Load Sampling
Thoth hardware prefetcher improves performance on sparse data structures by tracking producer-consumer load pairs and using annotation-directed sampling to capture complex memory access patterns.
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Tongue swab PCR showed high accuracy for pulmonary tuberculosis
Rapid PCR testing on tongue swabs shows promise for tuberculosis diagnosis in sputum-scarce patients, with high specificity but limitations in detecting low bacillary loads.
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Thompson sampling improved exercise recommendations for learner skill gain
Contextual Thompson sampling approach for personalizing exercise sequences in digital learning environments, optimizing skill advancement at scale using bandit-based algorithms.
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Target-only PFAS data can still differentiate overlapping sources
Tiered PFAS fingerprinting framework for source differentiation using targeted analytics, diagnostic ratios, isomer patterns, and geospatial analysis in complex industrial groundwater settings.
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Sampling methods captured large-cell eukaryotes but had limits for picocyanobacteria
Evaluation of sampling protocols for picocyanobacteria and cyanophages in estuarine environments, addressing size fractionation limitations and filtration optimization.
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Delhi AQI peaked during festive periods in 2024-2025
Study analyzes air quality index fluctuations in Delhi during Diwali 2024-2025, tracking PM2.5 and PM10 pollution peaks from October through January across seven key pollutants.
