Doping neopentyl glycol with 1 mol% pentaerythritol reduces supercooling and thermal hysteresis in its barocaloric phase transition by increasing the number of nucleation events.
Kinetics model of crystal nucleation and growth in supercooled water for designing ice-templating soft matter scaffold.Giant, 18:100265, jun 2024
2 Pith papers cite this work. Polarity classification is still indexing.
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Targeted data augmentation with GPT-4 synthetic responses and ALP phrase-level extraction substantially improves SciBERT performance on severely imbalanced rubric categories for NGSS scientific explanations, achieving perfect precision/recall/F1 on several categories while outperforming SMOTE.
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Investigating nucleation-driven phase transitions in neopentyl molecular crystals using infrared thermography and polarised light microscopy
Doping neopentyl glycol with 1 mol% pentaerythritol reduces supercooling and thermal hysteresis in its barocaloric phase transition by increasing the number of nucleation events.
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Exploring Data Augmentation and Resampling Strategies for Transformer-Based Models to Address Class Imbalance in AI Scoring of Scientific Explanations in NGSS Classroom
Targeted data augmentation with GPT-4 synthetic responses and ALP phrase-level extraction substantially improves SciBERT performance on severely imbalanced rubric categories for NGSS scientific explanations, achieving perfect precision/recall/F1 on several categories while outperforming SMOTE.