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相关概念视频

Composition of Polyprotic Acid Solutions as a Function of pH01:19

Composition of Polyprotic Acid Solutions as a Function of pH

493
Polyprotic acids of the type H2M constitute two ionizable protons. As a result, on titration with a base, they exhibit two equivalence points in the titration curve. During titration, the species H2M, HM−, and M2− will be present in the solution at different points. The fractions of H2M, HM−, and M2− present at the various instances of the titration are denoted by α0, α1, and α2, respectively.
A graph with the alpha values is plotted against the volume of...
493
Sulfur Assimilation01:20

Sulfur Assimilation

Sulfur is an essential element in biological systems, contributing to synthesizing key biomolecules, including amino acids such as cysteine and methionine, and cofactors such as coenzyme A and biotin. Microorganisms primarily assimilate sulfur as sulfate (SO₄²⁻) from the environment, which must undergo a series of biochemical transformations before it can be incorporated into cellular components. As sulfate is highly oxidized, it must undergo assimilatory sulfate reduction to...
Preparation and Reactions of Sulfides02:26

Preparation and Reactions of Sulfides

4.7K
Sulfides are the sulfur analog of ethers, just as thiols are the sulfur analog of alcohol. Like ethers, sulfides also consist of two hydrocarbon groups bonded to the central sulfur atom. Depending upon the type of groups present, sulfides can be symmetrical or asymmetrical. Symmetrical sulfides can be prepared via an SN2 reaction between 2 equivalents of an alkyl halide and one equivalent of sodium sulfide.
4.7K
Solution Composition During Acid/Base Titrations01:17

Solution Composition During Acid/Base Titrations

561
The titration of a weak acid with a strong base results in the formation of water and the conjugate base of the acid. For instance, titrating acetic acid with sodium hydroxide leads to the formation of water and sodium acetate. A solution of acetic acid and sodium acetate constitutes a buffer whose relative concentration at different stages of the titration is indicated by the α values, which represent percentages of the weak acid and its conjugate base.
The α0 and α1 values...
561
Preparation of Acid Anhydrides01:07

Preparation of Acid Anhydrides

3.1K
One of the methods for preparing symmetrical or unsymmetrical acid anhydrides involves the treatment of acid chlorides with the sodium salt of carboxylic acids. The reaction proceeds via a nucleophilic acyl substitution.
The carboxylate ion acts as a nucleophile that attacks the carbonyl carbon of the acid chloride to form a tetrahedral intermediate. Subsequently, the re-formation of the carbonyl group with the loss of the chloride ion as a leaving group leads to the formation of an acid...
3.1K
Ladder Diagrams: Acid–Base Equilibria01:32

Ladder Diagrams: Acid–Base Equilibria

446
Understanding the chemistry between the reagents is necessary for performing any experiment. To this end, scientists have designed a tool called a ladder diagram, which is a graphical representation that helps illustrate the chemistry of a system.
A ladder diagram for acid-base equilibria consists of a vertical axis that represents pH and horizontal bars (steps on the ladder) that help position all the pKa values in the system. At equilibrium, the pH value of the system corresponds to one of...
446

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Updated: Jun 4, 2025

Curation of Computational Chemical Libraries Demonstrated with Alpha-Amino Acids
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Curation of Computational Chemical Libraries Demonstrated with Alpha-Amino Acids

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预测硫酸二甲基胺系统的组成演变,从单体到纳米粒子,使用机器学习.

Yi-Rong Liu1, Yan Jiang2

  • 1Public Experimental Teaching Center, Panzhihua University, Panzhihua, Sichuan 61700, China.

The journal of physical chemistry. A
|December 26, 2024
PubMed
概括
此摘要是机器生成的。

机器学习预测硫酸二甲基胺系统中的新粒子形成. 通过集群吸附发生增长,这解释了核形成期间的酸度变化.

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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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Preparation of DMMTAV and DMDTAV Using DMAV for Environmental Applications: Synthesis, Purification, and Confirmation
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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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Preparation of DMMTAV and DMDTAV Using DMAV for Environmental Applications: Synthesis, Purification, and Confirmation
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科学领域:

  • 大气化学 大气化学
  • 化学物理 化学物理
  • 计算化学计算化学

背景情况:

  • 新粒子形成 (NPF) 对气候和空气质量至关重要.
  • 在实验上,很难理解NPF中早期的组成变化.
  • 像硫酸二甲基胺这样的酸系统是NPF的关键组成部分.

研究的目的:

  • 开发一种机器学习 (ML) 方法来预测NPF组成.
  • 在SA-DMA系统中分析从单体转化为纳米粒子的过程.
  • 调查分子集群在早期核形成阶段的作用.

主要方法:

  • 利用ML学习小SA-DMA集群的结构组成关系.
  • 应用了ML模型来预测核化过程中的组成演变.
  • 分析了基于ML预测的集群吸附模式.

主要成果:

  • 硫酸二甲基胺的生长主要是通过 (SA) 1 (DMA) 1, (SA) 1 (DMA) 2和 (SA) 1集群的顺序吸附而发生.
  • 这些吸附事件分别占增长的约70%,20%和10%.
  • 在没有实验数据的情况下,ML方法成功预测了基稳定机制.

结论:

  • 机器学习方法提供了NPF期间动态组成变化的洞察力.
  • 这些发现解释了SA-DMA集群在初始核形成期间的酸度变化.
  • ML方法为预测NPF机制提供了实验数据的可行替代方案.