Predicted thermochemistry and unimolecular kinetics of nitrous sulfide

Article on predicted thermochemistry and unimolecular kinetics of nitrous sulfide

Kinetic Studies of Chlorobenzene Reactions with Hydrogen Atoms and Phenyl Radicals and the Thermochemistry of 1-Chlorocyclohexadienyl Radicals

Article on kinetic studies of chlorobenzene reactions with hydrogen atoms and phenyl radicals and the thermochemistry of 1-chlorocyclohexadienyl radicals

Kinetic Studies of the Reaction of Atomic Chlorine with Chlorobenzene

Article on kinetic studies of the reaction of atomic chlorine with chlorobenzene

Experimental and Computational Studies of the Kinetics of the Reaction of Hydrogen Atoms with Carbon Disulfide

Article discussing an investigation of the reaction of H + CS₂ products. The reaction was found to be pressure dependent and in the fall-off region or near the low pressure limit. Transition state theory yields an estimate for the high-pressure limit of addition over 290–300 K of 1.3 × 10−9 exp( −7.2 kJ mol −1 /RT) cm3 molecule −1 s −1. Uncertainties are discussed in the text

Experimental and kinetic modeling study of C2H4 oxidation at high pressure

Article on an experimental and kinetic modeling study of C2H4 oxidation at high pressure

Unveiling A Core Linguistic Region in Large Language Models

Brain localization, which describes the association between specific regions of the brain and their corresponding functions, is widely accepted in the field of cognitive science as an objective fact. Today's large language models (LLMs) possess human-level linguistic competence and can execute complex tasks requiring abstract knowledge and reasoning. To deeply understand the inherent mechanisms of intelligence emergence in LLMs, this paper conducts an analogical research using brain localization as a prototype. We have discovered a core region in LLMs that corresponds to linguistic competence, accounting for approximately 1% of the total model parameters. This core region exhibits significant dimension dependency, and perturbations to even a single parameter on specific dimensions can lead to a loss of linguistic competence. Furthermore, we observe that an improvement in linguistic competence does not necessarily accompany an elevation in the model's knowledge level, which might imply the existence of regions of domain knowledge that are dissociated from the linguistic region. Overall, exploring the LLMs' functional regions provides insights into the foundation of their intelligence. In the future, we will continue to investigate knowledge regions within LLMs and the interactions between them.Comment: Work on progres

High-Temperature Kinetics of the Reaction between Chlorine Atoms and Hydrogen Sulfide

Article on high-temperature kinetics of the reaction between chlorine atoms and hydrogen sulfide

Kinetic and Modeling Studies of the Reaction S + H2S

Article on kinetic and modeling studies of the reaction S + H2S

Kinetics and Thermochemistry of the Addition of Atomic Chlorine to Acetylene

Article on the kinetics and thermochemistry of the addition of atomic chlorine to acetylene