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Yonghua Huang

Publications and source records attributed to Yonghua Huang.

2 recordsLinked to original sources

The grip of grammar on meaning uncertainty: cross-linguistic evidence, neural correlates, and clinical relevance

Isolated word meanings are inherently uncertain. This uncertainty reduces when they are combined and anchored in context. We propose that grammar compresses meaning uncertainty cross-linguistically, which is reflected in brain and selectively disrupted in disorders. Compression was operationalized as the relative difference between non-contextual surprisal estimated from lexical frequency, and contextual surprisal from grammar-sensitive models. In narratives from 20 languages, contextual surprisal reduced frequency-based surprisal. This reduction closely tracked the surprisal cost of reversing word order, and scaled with richer, non-redundant lexis as organized by more complex but optimal dependency structure. During fMRI, surprisal and its reduction explained BOLD activity for comprehension and production in overlapping but distinct regions. Uncertainty reduction was significantly attenuated in aphasia, dementia, and schizophrenia, but remained intact where primary deficit is not language. These findings position uncertainty reduction via grammar as a foundational concept that illuminates principles, brain basis, and disruptions of language.

cs.CL

Effect of baffles on pressurization and thermal stratification in a LN2 tank under micro-gravity

Researches on the impact of existing baffles on sloshing suppression of two-phase fluids in storage tanks have been widely conducted in literature. However, few studies focus on the effect of the baffles on self-pressurization or thermal stratification of the fluids in containers. This paper uses Volume of Fluid (VOF) method to simulate the thermodynamic and fluid dynamic behavior of liquid nitrogen in a tank with different baffle structures under microgravity environment. Groups of gravity levels, fill levels and distances, angles and gaps of baffles, are compared and analyzed. Up to 54\% difference in pressurization can be observed by optimizing the baffle structure and metrics, which is significant to achieve the highest performance of storage fluid control in the tank.

physics.flu-dyn