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Updated: Sep 10, 2025

Combustion Chemistry of Fuels: Quantitative Speciation Data Obtained from an Atmospheric High-temperature Flow Reactor with Coupled Molecular-beam Mass Spectrometer
07:24

Combustion Chemistry of Fuels: Quantitative Speciation Data Obtained from an Atmospheric High-temperature Flow Reactor with Coupled Molecular-beam Mass Spectrometer

Published on: February 19, 2018

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ReactionT5:限られたデータで正確な化学反応を予測するための事前訓練された変圧器モデル

Tatsuya Sagawa1,2, Ryosuke Kojima3,4

  • 1Graduate School of Pharmaceutical Sciences, Kyoto University, Kyoto, 606-8501, Japan.

Journal of cheminformatics
|August 20, 2025
PubMed
まとめ

ReactionT5は新しいAIモデルで 化学反応を正確に予測し 薬の発見を加速します 製品,レトロシンセシス,収穫予測に優れています 限られたデータでもです

キーワード:
化学反応ディープラーニングファンデーションモデル機械学習有機化学反応空間トランスフォーマー

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Kinetics describes the rate and path by which a reaction occurs. In contrast, thermodynamics deals with state functions and describes the properties, behavior, and components of a system. It is not concerned with the path taken by the process and cannot address the rate at which a reaction occurs. Although it does provide information about what can happen during a reaction process, it does not describe the detailed steps of what appears on an atomic or a molecular level. On the other hand,...
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A balanced chemical equation provides the information of chemical formulas of the reactants and products involved in the chemical change. A reaction’s stoichiometry helps predict how much of the reactant is needed to produce the desired amount of product, or in some cases, how much product will be formed from a specific amount of the reactant.
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The rate of reaction is the change in the amount of a reactant or product per unit time. Reaction rates are therefore determined by measuring the time dependence of some property that can be related to reactant or product amounts. Rates of reactions that consume or produce gaseous substances, for example, are conveniently determined by measuring changes in volume or pressure.
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